WO2025145385A1 - Information transceiving method and apparatus - Google Patents
Information transceiving method and apparatus Download PDFInfo
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- WO2025145385A1 WO2025145385A1 PCT/CN2024/070599 CN2024070599W WO2025145385A1 WO 2025145385 A1 WO2025145385 A1 WO 2025145385A1 CN 2024070599 W CN2024070599 W CN 2024070599W WO 2025145385 A1 WO2025145385 A1 WO 2025145385A1
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- information
- terminal device
- auxiliary information
- artificial intelligence
- related data
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/16—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks using machine learning or artificial intelligence
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W24/00—Supervisory, monitoring or testing arrangements
- H04W24/06—Testing, supervising or monitoring using simulated traffic
Definitions
- 3GPP R18 artificial intelligence/machine learning (AI/ML) over air interface topic defines multiple scenarios or sub-scenarios, such as CSI enhancement (which may also include at least one sub-scenario of CSI compression and CSI prediction), beam management, positioning or other scenarios.
- 3GPP R19 mobility topic based on AI/ML considers new scenario types, such as normal switching, conditional switching, and L1/L2 triggered mobility (LTM).
- Different scenarios or sub-scenarios may correspond to one or more features/feature groups.
- Applying AI/ML to the above feature/feature group is called AI/ML-based/enabled feature/feature group.
- An AI/ML-based/enabled feature/feature group can correspond to one or more AI functions (AI functionality) and/or, one or more AI models (AI model).
- the model training network element needs to obtain the corresponding artificial intelligence related data.
- the artificial intelligence related data can be at least one of L1 and/or L3 measurement result information and ground truth.
- the model training network element needs to collect at least one of the corresponding L1 and/or L3 data and ground truth.
- the measurement result information includes at least one of the following information: reference signal receiving power (RSRP), reference signal receiving quality (RSRQ), reference signal strength indicator (RSSI), signal to interference plus noise ratio (SINR), channel quality indicator (CQI), precoding matrix indicator (PMI), CSI-RS resource indicator (CSI Reference Signal Resource Indicator, CRI, CSI reference information resource indicator), SS/PBCH block resource indicator (SSBRI), layer indicator (LI), rank indicator (RI), precoding matrix (Precoding matrix), raw channel matrix, right singular vectors of the channel matrix, scalar quantization information (Scalar quantization information), and the like. quantization), codebook-based quantization or other signal quality information.
- the true value refers to the Generally speaking, the true value is a relative concept, which is a measurement value obtained by a relatively reliable measurement method.
- an information transceiver device which is configured in a terminal device (UE), wherein the device includes:
- a receiving unit configured to receive first information sent by a first device
- a sending unit which reports terminal device auxiliary information and/or network device auxiliary information to the first device according to the first information.
- an information transceiver device which is configured in a second device, wherein the device includes:
- a sending unit configured to send second information to the first device
- an information transceiver device which is configured in a first device, wherein the device includes:
- FIG1 is a schematic diagram of a method for sending and receiving information according to an embodiment of the present application
- FIG2 is a schematic diagram of information interaction between a terminal device and a first device in an embodiment of the present application
- FIG4 is another schematic diagram of information interaction between a terminal device and a first device in an embodiment of the present application
- FIG6 is a schematic diagram of a method for sending and receiving information according to an embodiment of the present application.
- FIG7 is a schematic diagram of information interaction between a first device and a second device in an embodiment of the present application.
- FIG8 is another schematic diagram of information interaction between the first device and the second device in an embodiment of the present application.
- FIG10 is a schematic diagram of an information transceiver device 1000 according to an embodiment of the present application.
- FIG11 is a schematic diagram of an information transceiver device 1100 according to an embodiment of the present application.
- FIG12 is a schematic diagram of an information transceiver device 1200 according to an embodiment of the present application.
- FIG13 is a schematic diagram of a communication system according to an embodiment of the present application.
- FIG14 is a schematic diagram of a network device according to an embodiment of the present application.
- FIG. 15 is a schematic diagram of a terminal device according to an embodiment of the present application.
- the terms “first”, “second”, etc. are used to distinguish different elements from the name, but It does not indicate the spatial arrangement or temporal order of these elements, etc., and these elements should not be limited by these terms.
- the term “and/or” includes any and all combinations of one or more of the associated listed terms.
- the terms “comprises”, “includes”, “has”, etc. refer to the presence of the stated features, elements, components or components, but do not exclude the presence or addition of one or more other features, elements, components or components.
- a scenario including network devices and/or terminal devices is taken as an example.
- the network equipment may include at least one of core network equipment, third-party application equipment, operation administration and maintenance (OAM), and access network equipment.
- OAM operation administration and maintenance
- the access network equipment can be deployed on land, including indoors/outdoors, and can be handheld or vehicle-mounted; it can also be deployed on the water, on an airplane, on a balloon or on a satellite; the access network equipment can be deployed in a fixed position or on a mobile carrier, and the embodiments of the present application do not limit this.
- the terminal device can be a device with wireless transceiver function, which can send signals to the access network device and/or receive signals from the access network device.
- the terminal device can also be called a terminal, a mobile station, a mobile terminal, etc.
- the terminal device can be a mobile phone, a tablet, or other devices with wireless intelligent transceiver function.
- the terminal device can be widely used in various scenarios, such as device-to-device (D2D), vehicle to everything (V2X) communication, machine-type communication (MTC), Internet of things (IoT), virtual reality, augmented reality, industrial control, autonomous driving, telemedicine, or various smart scenarios.
- D2D device-to-device
- V2X vehicle to everything
- MTC machine-type communication
- IoT Internet of things
- virtual reality augmented reality
- industrial control autonomous driving
- telemedicine or various smart scenarios.
- the access network device and the terminal device, the terminal device and the terminal device can communicate through the authorized spectrum, can also communicate through the unlicensed spectrum, or can communicate through both the authorized spectrum and the unlicensed spectrum.
- the embodiment of the present application does not limit the spectrum resources used for wireless communication.
- AI artificial intelligence
- AI/ML artificial intelligence/machine learning
- ML machine learning ML
- these terms are interchangeable.
- AI-based feature or feature group and “AI- or ML-based feature or feature group” have the same meaning, and their corresponding English may be AI/ML-based feature/FG.
- auxiliary information can be used to indicate configuration information and/or environmental information when the data is generated. It can be understood that auxiliary information can be divided into two categories: network-side auxiliary information and terminal device-side auxiliary information. In the existing mechanism, there is no corresponding solution for the specific content of the auxiliary information and the collection/reporting mechanism of the auxiliary information.
- an embodiment of the present application provides a method and device for sending and receiving information.
- An embodiment of the present application provides a method for sending and receiving information, which is described from the perspective of a terminal device.
- FIG1 is a schematic diagram of a method for sending and receiving information according to an embodiment of the present application. As shown in FIG1 , the method includes:
- a terminal device receives first information sent by a first device
- the terminal device reports terminal device auxiliary information and/or network device auxiliary information to the first device according to the first information.
- FIG. 1 only schematically illustrates the embodiment of the present application, but the present application is not limited thereto.
- other operations may be added or some operations may be reduced.
- Those skilled in the art may make appropriate modifications based on the above content, and are not limited to the description of the above FIG. 1.
- the terminal device sends terminal device auxiliary information and/or network device auxiliary information to the first device based on the first information sent by the first device, so that the first device can better classify the received artificial intelligence-related data according to the auxiliary information, thereby training a more targeted model; and the first device can determine the applicable information of the trained model based on the auxiliary information, so that the model can be deployed in the configuration and/or environment indicated by the applicable information as much as possible, thereby obtaining better model reasoning performance.
- the network device (NW) environment information and/or configuration information includes at least one of the following information: antenna configuration information of the network device; beam configuration information of the network device; coverage configuration information of the network device; and status information of the network device.
- the terminal device sends artificial intelligence related data in the following ways: immediate sending, cache sending, or sending based on a request from a network device.
- the artificial intelligence related data collection capability information can be represented by a 1-bit information element.
- the bit value of the information element is a first value, it indicates that the terminal device supports artificial intelligence-related data collection capabilities; and/or, when the information element is not included, it indicates that the terminal device does not support artificial intelligence-related data collection capabilities.
- the bit value of the information element is a first value, it indicates that the terminal device supports artificial intelligence-related data collection capabilities, and/or, when the bit value is a second value, it indicates that the terminal device does not support artificial intelligence-related data collection capabilities.
- the first value may be 1 and the second value may be 0; or, the first value may be 0 and the second value may be 1, and the embodiments of the present application are not limited thereto.
- the first device involved may be a base station or a CU or other access network device, but the embodiment of the present application is not limited thereto.
- a first device sends first indication information to a terminal device
- the first device before the above step 201 (not shown), can also obtain the terminal device artificial intelligence related data collection capability information.
- the first device can receive the terminal device artificial intelligence related data collection capability information sent by the terminal device or the core network device or other access network devices other than the first device; the details of the "terminal device artificial intelligence related data collection capability information" can be found in the above implementation mode, and no repeated description is given here.
- the terminal device after the above step 202 or in the above step 202 (not shown), the terminal device also sends the generation time information of the artificial intelligence related data to the first device, and the generation time information can be used by the first device to determine the auxiliary information of the network device when the artificial intelligence related data is generated. For example, in the case where the terminal device reports the generation time information of the artificial intelligence related data, when the first device updates the auxiliary information of the network device, the first device can identify the auxiliary information of the network device when the artificial intelligence related data of the terminal device is generated according to the above generation time information, so as to manage the artificial intelligence related data more accurately and improve the reliability of data management.
- the first device when the first device receives the artificial intelligence related data sent by the terminal device, and the auxiliary information of the terminal device corresponding to the artificial intelligence related data, and/or the generation time information of the auxiliary information of the terminal device corresponding to the artificial intelligence related data, the first device can optionally further determine and/or supplement the auxiliary information of the network device corresponding to the artificial intelligence related data. In this way, the artificial intelligence related data can be managed more specifically.
- the first device involved may be a base station or a CU or other access network device, but the embodiment of the present application is not limited thereto.
- the first information includes the current network device auxiliary information of the first device
- the terminal device reports the terminal device auxiliary information and/or network device auxiliary information corresponding to the artificial intelligence-related data when the artificial intelligence-related data is generated based on the current network device auxiliary information of the first device.
- the above-mentioned network device auxiliary information in step 301 can be carried by an artificial intelligence-related data collection request message sent by the first device to the terminal device, or the network device auxiliary information can also be carried by other messages, and the present application does not limit this; as a possible implementation method, the terminal device auxiliary information and/or network device auxiliary information in step 302 can be carried by a message of artificial intelligence-related data reported by the terminal device, or it can also be carried by other messages, and the present application does not limit this.
- the first information may also include first indication information.
- the specific content of the first indication information is described in Example 1 and will not be described here.
- the device's current network device auxiliary information" and "first indication information" (not shown).
- the first device may also obtain artificial intelligence-related data collection capability information of the terminal device, for example, the same as in Example 1, which will not be repeated here.
- the first device is able to obtain network device auxiliary information, for example, the same as in Example 1, and no repeated description is given here.
- the terminal device after the above step 302 or in the above step 302 (not shown), the terminal device also sends the generation time information of the artificial intelligence related data to the first device, for example, the same as Example 1, and no repeated description is given here.
- the first device involved may be a base station or a CU or other access network device, but the embodiment of the present application is not limited thereto.
- the first information includes terminal device auxiliary information required by the first device.
- the terminal device when the terminal device determines that at least one current terminal device auxiliary information is consistent with the terminal device auxiliary information required by the first device, the terminal device reports to the first device the terminal device auxiliary information corresponding to the artificial intelligence-related data when the artificial intelligence-related data is generated, and/or a confirmation message, wherein the confirmation message is used to indicate that the terminal device determines that at least one current terminal device auxiliary information is consistent with the terminal device auxiliary information required by the first device; and/or, when the terminal device determines that at least one current terminal device auxiliary information is inconsistent with the terminal device auxiliary information required by the first device, the terminal device sends an artificial intelligence-related data collection configuration failure message to the first device.
- the terminal device determines that the current speed information ⁇ low speed ⁇ of the terminal device is consistent with the speed information ⁇ low speed ⁇ in the terminal device auxiliary information required by the first network device, and/or the terminal device determines that the current environment information ⁇ indoor ⁇ of the terminal device is consistent with the environment information ⁇ indoor ⁇ in the terminal device auxiliary information required by the first network device, and the terminal device reports the terminal device auxiliary information corresponding to the artificial intelligence related data when the artificial intelligence related data is generated to the first device, and/or sends a confirmation message to the first device.
- the terminal device auxiliary information required by the first device is ⁇ low speed, indoor ⁇
- the current terminal device auxiliary information on the terminal device side is ⁇ serving cell (PCI), LOS ⁇ , or ⁇ high speed, indoor ⁇ .
- the terminal device determines that the terminal device auxiliary information required by the first device is inconsistent with the terminal device auxiliary information required by the first device, and the terminal device sends an artificial intelligence-related data collection configuration failure message to the first device.
- the terminal device may also send an artificial intelligence-related data collection configuration completion message to the first device.
- the first device involved may be a base station or a CU or other access network device, but the embodiment of the present application is not limited thereto.
- the first information includes first request indication information
- the terminal device reports the current terminal device auxiliary information of the terminal device according to the first request indication information.
- the terminal device also receives reporting configuration information sent by the first device, wherein the reporting configuration information is used to indicate the auxiliary information reporting configuration of the terminal device.
- the reporting configuration information includes at least one change reporting indication information of the auxiliary information of the terminal device, and/or at least one change threshold information of the auxiliary information of the terminal device.
- the reporting configuration information includes at least one change reporting indication information of the auxiliary information of the terminal device, and/or at least one change threshold information of the auxiliary information of the terminal device.
- the first device sends first request indication information to the terminal device;
- the first device determines to request the terminal device to perform artificial intelligence related data collection
- a piece of terminal device auxiliary information may correspond to a piece of change threshold information of the terminal device auxiliary information, for example, the change threshold information of the terminal device auxiliary information corresponding to the predefined terminal device auxiliary information.
- the update of at least one terminal device auxiliary information satisfies the threshold information, including: the change of at least one terminal device auxiliary information is greater than or greater than or equal to the threshold corresponding to the terminal device auxiliary information, or, the change of at least one terminal device auxiliary information is equal to the threshold corresponding to the terminal device auxiliary information, or, the change of at least one terminal device auxiliary information is less than or less than or equal to the threshold corresponding to the terminal device auxiliary information, etc.
- the present application does not impose any restrictions on this.
- the terminal device auxiliary information is speed information
- the speed information can be high speed (>10KM/H)/low speed ( ⁇ 10KM/H)
- the threshold value of the speed information is 10KM/H.
- the corresponding threshold information is represented by the threshold index "threshold 20".
- the reporting configuration information can be an information element (IE): "Reportingtriggering” and set to "speed change threshold 20". If the current speed information of the terminal device is high speed (>10KM/H), when the speed information of the terminal device becomes low speed ( ⁇ 10KM/H), the threshold information is met, and the terminal device sends new terminal device auxiliary information to the first device, and the terminal device auxiliary information includes indication information for indicating that the speed information of the terminal device has changed, for example, indicating low speed ( ⁇ 10KM/H); if the current speed information of the terminal device is low speed ( ⁇ 10KM/H), when the speed information of the terminal device becomes high speed (>10KM/H), the threshold information is met, and the terminal device sends new terminal device auxiliary information to the first device, and the terminal device auxiliary information includes indication information for indicating that the speed information of the terminal device has changed, for example, indicating low speed (>10KM/H).
- IE information element
- the first device is capable of acquiring network device auxiliary information, for example, the same as in Embodiment 1, and no repetitive description is given here.
- the first device can determine and/or supplement the terminal device auxiliary information and/or network device auxiliary information corresponding to the collected artificial intelligence-related data.
- the terminal device sends terminal device auxiliary information and/or network device auxiliary information to the first device based on the first information sent by the first device, so that the first device can better classify the received artificial intelligence-related data according to the auxiliary information, thereby training a more targeted model; and the first device can determine the applicable information of the trained model based on the auxiliary information, so that the model can be deployed in the configuration and/or environment indicated by the applicable information as much as possible, thereby obtaining better model reasoning performance.
- the embodiment of the present application provides a method for sending and receiving information, which is described from the side of the second device, and the contents that are the same as the embodiment of the first aspect will not be repeated; the "embodiment of the second aspect" of the present application can be implemented in combination with the “embodiment of the first aspect" or can be implemented separately.
- the second device is capable of receiving the terminal device auxiliary information and/or the network device auxiliary information sent by the first device.
- terminal device auxiliary information and/or network device auxiliary information refers to the relevant description of the embodiment of the first aspect and will not be repeated here.
- the description of the "first device” refers to the relevant description of the embodiment of the first aspect and is not repeated here.
- the “first device” may be the same as the “first device” in the embodiment of the first aspect.
- the “first device” may also be different from the “first device” in the embodiment of the first aspect.
- the "second device” may be a core network device, such as an OAM.
- the “second device” may also be other access network devices, access network device management devices, or OTT servers, etc. This application does not impose any restrictions on this.
- the second device may also send artificial intelligence related data collection activation information to the first device.
- the second device may send the artificial intelligence-related data collection activation information and the second information to the first device through multiple signalings, or the second device may send the artificial intelligence-related data collection activation information and the second information to the first device through one signaling.
- the method comprises:
- the artificial intelligence-related data received by the second device may be artificial intelligence-related data of the terminal device and/or artificial intelligence-related data of the first device.
- step 603 is an optional step. Step 603 may be executed or not executed, and the embodiments of the present application are not limited thereto.
- the first device when the artificial intelligence-related data received by the second device is the artificial intelligence-related data of the terminal device, the first device needs to configure the terminal device to report the data corresponding to the terminal device auxiliary information and/or the network device auxiliary information in step 601;
- the mechanism for the first device to collect the terminal device auxiliary information and/or the network device auxiliary information corresponding to the artificial intelligence-related data of the terminal device can refer to the method in the "Implementation example of the first aspect", which will not be repeated here.
- the first device when the artificial intelligence-related data received by the second device is the artificial intelligence-related data of the first device, the first device sends the artificial intelligence-related data of the first device to the second device, as well as terminal device auxiliary information and/or network device auxiliary information corresponding to the artificial intelligence-related data of the first device.
- the first device receives artificial intelligence-related data collection capability information of the terminal device sent by the terminal device or other access network devices or core network devices or OAM or OTT servers or access network device management devices other than the first device, and the artificial intelligence-related data collection capability information is used to indicate the artificial intelligence-related data collection capability supported by the terminal device.
- the first device stores the artificial intelligence-related data collection capability information of the terminal device;
- artificial intelligence-related data collection capability information can refer to the relevant content in the “embodiment of the first aspect", which will not be repeated here; and/or, the first device receives artificial intelligence-related data collection permission information of the terminal device sent by the terminal device or other access network devices or core network devices or OAM or OTT servers or access network device management devices other than the first device, and the artificial intelligence-related data collection permission information is used to indicate whether the terminal device is willing to perform artificial intelligence-related data collection, and/or, corresponding to the regional information used to indicate that the terminal device is willing to perform artificial intelligence-related data collection, the first device stores the artificial intelligence-related data collection permission information of the terminal device.
- the "artificial intelligence related data collection permission information" can be represented by a 1-bit information element.
- the information element indicates that the terminal device is willing to perform artificial intelligence related data collection; and/or, when the information element is not included, it indicates that the terminal device is unwilling to perform artificial intelligence related data collection.
- the bit value of the information element is a first value, it indicates that the terminal device is willing to perform artificial intelligence related data collection, and/or, when the bit value is a second value, it indicates that the terminal device is willing to perform artificial intelligence related data collection.
- the first value can be 1 and the second value can be 0; or, the first value can be 0 and the second value can be 1, and the embodiments of the present application are not limited to this; or, the "artificial intelligence related data collection permission information" can be represented by a multi-bit information element, when the information element is included, it indicates the regional information used to indicate that the terminal device is willing to perform artificial intelligence related data collection, and when the information element is not included, it indicates that the terminal device is unwilling to perform artificial intelligence related data collection.
- the first device configures the terminal device to perform artificial intelligence-related data collection according to at least one of the second information, the artificial intelligence-related data collection capability information, and the artificial intelligence-related data collection permission information.
- the following description will combine the specific content of the second information to "configure the terminal device to perform artificial intelligence-related data collection", such as the relevant content in the following steps 704 and 804.
- the first device involved may be a base station or a CU or other access network device
- the second device involved may be at least one of an OAM, an OTT server, an access network device management device, etc.
- the embodiment of the present application is not limited to this.
- the second information includes second indication information, which requests the first device to report terminal device auxiliary information and/or network device auxiliary information corresponding to the collected artificial intelligence-related data.
- FIG. 7 is a schematic diagram of information interaction between a first device and a second device in an embodiment of the present application. As shown in FIG. 7 , the method includes:
- the first device receives the terminal device artificial intelligence related data collection capability information and/or the terminal device artificial intelligence related data collection permission information sent by the AMF entity;
- the first device stores the artificial intelligence related data collection capability information of the terminal device and/or the artificial intelligence related data collection permission information of the terminal device;
- the second device sends second indication information to the first device
- step 703 artificial intelligence related data collection activation information may also be sent.
- the method may further include: 704, the first device configures the terminal device to perform the above-mentioned artificial intelligence-related data collection;
- the first device selects a terminal device and configures the terminal device to perform the above-mentioned artificial intelligence-related data collection based on the second indication information and "the stored artificial intelligence-related data collection capability information of the terminal device, and/or, the artificial intelligence-related data collection permission information of the terminal device".
- the first device obtains artificial intelligence related data reported by the terminal device, the terminal device auxiliary information and/or network device auxiliary information corresponding to the data, and then sends the terminal device auxiliary information and/or network device auxiliary information corresponding to the artificial intelligence related data to the second device in the subsequent step 705.
- the second device receives the terminal device auxiliary information and/or network device auxiliary information sent by the first device according to the second information, and/or, the second device can also receive the collected artificial intelligence related data sent by the first device.
- the first device requests the terminal device to report “terminal device auxiliary information” and collect terminal device artificial intelligence-related data.
- the first device when the first device receives "terminal device auxiliary information" reported by the terminal device, and the first device determines that at least one "terminal device auxiliary information" reported by the terminal device corresponds to "terminal device auxiliary information corresponding to the terminal device artificial intelligence related data that needs to be collected” indicated by the second device, the first device configures the terminal device to collect the artificial intelligence related data of the terminal device, and then sends the artificial intelligence related data collected by the terminal device to the second device in the subsequent 805.
- the first device may also send the terminal device auxiliary information and/or network device auxiliary information corresponding to the data (for example, the subsequent step 805).
- the first device may feedback artificial intelligence-related data collection failure information to the second device.
- the first device can confirm whether the network device auxiliary information of the first device is consistent with the network device auxiliary information required by the second device within the effective time indicated by the effective time information or the timer running time corresponding to the effective time information.
- the first device determines that the current at least one network device auxiliary information is consistent with the network device auxiliary information required by the second device, the first device performs the corresponding artificial intelligence-related data collection, which can be found in the "Implementation of the First Aspect", and will not be repeated here; when the time indicated by the effective time information ends, or the timer corresponding to the effective time information expires, the first device determines that its at least one network device auxiliary information is inconsistent with the network device auxiliary information required by the second device, and the first device can feedback artificial intelligence-related data collection failure information to the second device.
- the second device receives the terminal device auxiliary information and/or network device auxiliary information sent by the first device according to the second information, and/or, the second device can also receive the collected artificial intelligence related data sent by the first device.
- the second device is capable of receiving the terminal device auxiliary information and/or the network device auxiliary information sent by the first device.
- An embodiment of the present application provides a method for sending and receiving information, which is described from the side of a first network device.
- the principle of solving the problem by the method is the same as that of the embodiment of the first aspect and the embodiment of the second aspect, and the description will not be repeated.
- FIG. 9 is a schematic diagram of a method for sending and receiving information according to an embodiment of the present application. As shown in FIG. 9 , the method includes:
- the first device sends first information to the terminal device
- the first device receives terminal device auxiliary information and/or network device auxiliary information reported by the terminal device based on the first information.
- the terminal device sends terminal device auxiliary information and/or network device auxiliary information to the first device based on the first information sent by the first device, so that the first device can better classify the received artificial intelligence-related data according to the auxiliary information, thereby training a more targeted model; and the first device can limit the applicable information of the trained model according to the auxiliary information, so that the model can obtain better model reasoning performance in the environment indicated by the applicable information.
- the first information includes at least one of the following information: first indication information; current network device auxiliary information of the first device; terminal device auxiliary information required by the first device; and first request indication information.
- the method also includes: the first device receives generation time information of the artificial intelligence related data sent by the terminal device.
- the method further comprises:
- the first device sends terminal device auxiliary information and/or network device auxiliary information to the second device according to the second information.
- the second device can accurately receive the terminal device auxiliary information and/or network device auxiliary information sent by the first device.
- the second information includes second indication information, which requests the first device to report terminal device auxiliary information and/or network device auxiliary information corresponding to the collected artificial intelligence-related data.
- the second information includes terminal device auxiliary information and/or network device auxiliary information required by the second device.
- the first device determines to collect artificial intelligence-related data corresponding to the network device auxiliary information; or, when the second information includes terminal device auxiliary information and network device auxiliary information required by the second device, when the first device determines that at least one current network device auxiliary information is consistent with the network device auxiliary information required by the second device, the first device determines to collect artificial intelligence-related data corresponding to the terminal device auxiliary information and the network device auxiliary information.
- the method also includes: the first device sending the collected artificial intelligence related data to the second device.
- the method also includes: the first device receives artificial intelligence-related data collection capability information of the terminal device sent by the terminal device or other access network devices or core network devices or OAM or OTT servers or access network device management devices other than the first device, wherein the artificial intelligence-related data collection capability information is used to indicate the artificial intelligence-related data collection capabilities supported by the terminal device, and the first device stores the artificial intelligence-related data collection capability information of the terminal device, and/or, the first device receives artificial intelligence-related data collection permission information of the terminal device sent by the terminal device or other access network devices or core network devices or OAM or OTT servers or access network device management devices other than the first device; wherein the artificial intelligence-related data collection permission information is used to indicate whether the terminal device is willing to perform artificial intelligence-related data collection, and/or, is used to indicate the regional information in which the terminal device is willing to perform artificial intelligence-related data collection, and the first device stores the artificial intelligence-related data collection permission information of the terminal device.
- the method also includes: the first device configures the terminal device to perform artificial intelligence-related data collection based on the second information.
- the terminal device sends terminal device auxiliary information and/or network device auxiliary information to the first device based on the first information sent by the first device, so that the first device can better classify the received artificial intelligence-related data according to the auxiliary information, thereby training a more targeted model; and the first device can determine the applicable information of the trained model based on the auxiliary information, so that the model can be deployed in the configuration and/or environment indicated by the applicable information as much as possible, thereby obtaining better model reasoning performance.
- An embodiment of the present application provides an information transceiver device 1000 .
- Fig. 10 is a schematic diagram of an information transceiver device of an embodiment of the present application, and the device may be, for example, a terminal device (UE), or one or more components or assemblies configured on the terminal device (UE). Since the principle of solving the problem by the device is the same as the method of the embodiment of the first aspect, its specific implementation may refer to the implementation of the method of the embodiment of the first aspect, and the same contents will not be repeated.
- UE terminal device
- UE terminal device
- the information transceiver device 1000 includes:
- a receiving unit 1001 which receives first information sent by a first device
- the sending unit 1002 reports to the first device the terminal device auxiliary information corresponding to the artificial intelligence-related data when the artificial intelligence-related data is generated, and/or a confirmation message, wherein the confirmation message is used to indicate that the terminal device determines that at least one current terminal device auxiliary information is consistent with the terminal device auxiliary information required by the first device, and/or, when the terminal device determines that at least one current terminal device auxiliary information is inconsistent with the terminal device auxiliary information required by the first device, the sending unit 1002 sends an artificial intelligence-related data collection configuration failure message to the first device.
- the sending unit 1002 further: sends the terminal device's artificial intelligence-related data collection capability information to the first device.
- the above device may also include other components or modules.
- the above components or modules may be implemented by hardware facilities such as processors, memories, transmitters, and receivers; the implementation of the present application is not limited thereto.
- the terminal device sends terminal device auxiliary information and/or network device auxiliary information to the first device based on the first information sent by the first device, so that the first device can better classify the received artificial intelligence-related data according to the auxiliary information, thereby training a more targeted model; and the first device can determine the applicable information of the trained model based on the auxiliary information, so that the model can be deployed in the configuration and/or environment indicated by the applicable information as much as possible, thereby obtaining better model reasoning performance.
- FIG11 is a schematic diagram of an information transceiver device 1100 of an embodiment of the present application, and the device may be, for example, a second device, or may be one or more components or assemblies configured on the second device. Since the principle of solving the problem by the device is the same as the method of the embodiment of the second aspect, its specific implementation may refer to the implementation of the method of the embodiment of the second aspect, and the same contents will not be repeated.
- the information transceiver device 1100 includes:
- the receiving unit 1102 receives the terminal device auxiliary information and/or the network device auxiliary information sent by the first device according to the second information.
- the second information includes second indication information, and the second indication information requests the first device to report terminal device auxiliary information and/or network device auxiliary information corresponding to the collected artificial intelligence related data.
- the second information includes terminal device auxiliary information and/or network device auxiliary information required by the second device.
- the receiving unit 1102 also receives collected artificial intelligence-related data sent by the first device.
- the related contents such as the above-mentioned first information, second information, terminal device auxiliary information and/or network device auxiliary information are the same as the embodiments of the first aspect and the second aspect, and their contents are merged here and will not be repeated here.
- the above device may also include other components or modules.
- the above components or modules may be implemented by hardware facilities such as processors, memories, transmitters, and receivers; the implementation of the present application is not limited thereto.
- An embodiment of the present application provides an information sending and receiving device.
- FIG12 is a schematic diagram of an information transceiver device 1200 of an embodiment of the present application, and the device may be, for example, a first device, or may be one or more components or assemblies configured on the first device. Since the principle of solving the problem by the device is the same as that of the embodiment of the first aspect and the embodiment of the second aspect, its specific implementation may refer to the implementation of the method of the embodiment of the first aspect and the embodiment of the second aspect, and the same contents will not be repeated.
- the receiving unit 1202 receives the terminal device auxiliary information reported by the terminal device according to the first information and and/or network device auxiliary information.
- the first information includes at least one of the following information: first indication information; current network device auxiliary information of the first device; terminal device auxiliary information required by the first device; and first request indication information.
- the receiving unit 1202 also receives generation time information of the artificial intelligence related data sent by the terminal device.
- the receiving unit 1202 also receives, by the first device, terminal device artificial intelligence-related data collection capability information sent by the terminal device or the second device or other access network devices other than the first device to the first device.
- the second information includes second indication information, and the second indication information requests the first device to report terminal device auxiliary information and/or network device auxiliary information corresponding to the collected artificial intelligence related data.
- the second information includes terminal device auxiliary information and/or network device auxiliary information required by the second device.
- the information transceiver 1200 further includes a determination unit 1203.
- the determination unit 1203 determines to collect artificial intelligence-related data corresponding to the network device auxiliary information; or, when the second information includes terminal device auxiliary information and network device auxiliary information required by the second device, when the first device determines that at least one current network device auxiliary information is consistent with the network device auxiliary information required by the second device, the determination unit 1203 determines to collect artificial intelligence-related data corresponding to the terminal device auxiliary information and the network device auxiliary information.
- the receiving unit 1202 receives terminal device artificial intelligence related data collection capability information sent by a terminal device or other access network device or core network device other than the first device or an OAM or OTT server or an access network device management device, wherein the artificial intelligence related data collection capability information is used to indicate the artificial intelligence related data collection capability supported by the terminal device, and the first device stores the terminal device artificial intelligence related data collection capability information, and/or the receiving unit 1202 receives the terminal device or other access network device or core network device other than the first device or an OAM or OTT server or an access network device
- the terminal device artificial intelligence-related data collection permission information is sent by the equipment management device; wherein the artificial intelligence-related data collection permission information is used to indicate whether the terminal device is willing to perform artificial intelligence-related data collection, and/or, is used to indicate the area information in which the terminal device is willing to perform artificial intelligence-related data collection, and the first device stores the terminal device artificial intelligence-related data collection permission information.
- the information transceiver 1200 further includes a configuration unit 1204, which configures the terminal device to perform artificial intelligence-related data collection according to the second information.
- the related contents such as the above-mentioned first information, second information, terminal device auxiliary information and/or network device auxiliary information are the same as the embodiments of the first aspect and the second aspect, and their contents are merged here and will not be repeated here.
- the above device may also include other components or modules.
- the above components or modules may be implemented by hardware facilities such as processors, memories, transmitters, and receivers; the implementation of the present application is not limited thereto.
- the terminal device sends terminal device auxiliary information and/or network device auxiliary information to the first device based on the first information sent by the first device, so that the first device can better classify the received artificial intelligence-related data according to the auxiliary information, thereby training a more targeted model; and the first device can determine the applicable information of the trained model based on the auxiliary information, so that the model can be deployed in the configuration and/or environment indicated by the applicable information as much as possible, thereby obtaining better model reasoning performance.
- An embodiment of the present application also provides a communication system, including a network device.
- FIG 13 is a schematic diagram of a communication system of an embodiment of the present application, which schematically illustrates a situation where multiple network devices are taken as an example.
- a communication system 1300 may include a first device 1301, a second device 1302, and a terminal device 1303.
- the terminal device 1303 is configured to execute the method described in the embodiment of the first aspect. Since the method has been described in detail in the embodiment of the first aspect, its content is incorporated here and will not be repeated.
- the second device 1302 is configured to perform the method described in the embodiment of the second aspect. Since the method has been described in detail in the embodiment of the second aspect, its content is incorporated here and will not be repeated.
- the first device 1301 is configured to perform the method described in the embodiment of the third aspect. Since the method has been described in detail in the embodiment of the second aspect, its content is incorporated here and will not be repeated.
- An embodiment of the present application also provides a network device, which may be, for example, a base station or a CU or a DU, but the present application is not limited thereto and may also be other network devices.
- a network device which may be, for example, a base station or a CU or a DU, but the present application is not limited thereto and may also be other network devices.
- FIG14 is a schematic diagram of a network device according to an embodiment of the present application.
- the network device 1400 may include: a processor 1401 and a memory 1402; the memory 1402 is coupled to the processor 1401.
- the memory 1402 may store various data; in addition, it may store a program 1403 for information processing, and execute the program under the control of the processor 1401.
- the functionality of the apparatus of the second or third aspect embodiment may be integrated into the processor 1401, wherein the processor 1401 may be configured to execute a program to implement a method of the second or third aspect embodiment, the contents of which are incorporated herein and will not be repeated here.
- the apparatus of the second or third aspect embodiment may be configured separately from the processor 1401.
- the apparatus of the third aspect embodiment may be configured as a chip connected to the processor 1401, and the functions of the apparatus of the third aspect embodiment may be implemented through the control of the processor 1401.
- the network device 1400 may further include: a transceiver 1404 and an antenna 1405.
- the functions of the above components are similar to those in the prior art and are not described in detail here. It is worth noting that the network device 1400 does not necessarily include all the components shown in FIG14 ; in addition, the network device 1400 may also include components not shown in FIG14 , which may refer to the prior art.
- the embodiment of the present application also provides a terminal device, but the present application is not limited thereto and may also be other devices.
- FIG15 is a schematic diagram of a terminal device according to an embodiment of the present application.
- the terminal device 1500 may include a processor 1510 and a memory 1520; the memory 1520 stores data and programs and is coupled to the processor 1510. It is worth noting that the figure is exemplary; other types of structures may also be used to supplement or replace the structure to implement telecommunication functions or other functions.
- the processor 1510 may be configured to execute a program to implement a method as in an embodiment of the first aspect, the contents of which are incorporated herein and will not be repeated here.
- the terminal device 1500 may further include: a communication module 1530, an input unit 1540, a display unit 1550, and a display module 1560.
- the terminal device 1500 includes a display 1550 and a power supply 1560.
- the functions of the above components are similar to those in the prior art and are not described in detail here. It is worth noting that the terminal device 1500 does not necessarily include all the components shown in FIG. 15, and the above components are not necessary; in addition, the terminal device 1500 may also include components not shown in FIG. 15, and reference may be made to the prior art.
- An embodiment of the present application further provides a storage medium storing a computer program, wherein the computer program enables a terminal device to execute the method described in the embodiment of the first aspect.
- An embodiment of the present application also provides a computer program, wherein when the program is executed in a network device, the program causes the network device to execute the method described in the embodiment of the second or third aspect.
- the software module may be located in a RAM memory, a flash memory, a ROM memory, an EPROM memory, an EEPROM memory, a register, a hard disk, a removable disk, a CD-ROM, or any other form of storage medium known in the art.
- a storage medium may be coupled to a processor so that the processor can read information from the storage medium and write information to the storage medium; or the storage medium may be an integral part of the processor.
- the processor and the storage medium may be located in an ASIC.
- the software module may be stored in a memory of a mobile terminal or in a memory card that can be inserted into the mobile terminal.
- the software module may be stored in the MEGA-SIM card or the large-capacity flash memory device.
- DSP digital signal processor
- ASIC application-specific integrated circuit
- FPGA field programmable gate array
- One or more of the functional blocks and/or one or more combinations of functional blocks described in the accompanying drawings may also be implemented as a combination of computing devices, such as a combination of a DSP and a microprocessor, multiple microprocessors, one or more microprocessors in communication with a DSP, or any other such configuration.
- the terminal device receives first information sent by the first device
- the terminal device reports terminal device auxiliary information and/or network device auxiliary information to the first device according to the first information.
- a method for sending and receiving information, applied to a second device side comprising:
- the second device sends second information to the first device
- the second device receives the terminal device auxiliary information and/or the network device auxiliary information sent by the first device according to the second information.
- a method for sending and receiving information, applied to a first device side comprising:
- the first device sends first information to the terminal device
- the first device receives terminal device auxiliary information and/or network device auxiliary information reported by the terminal device based on the first information.
- the first device receives second information sent by the second device
- the first device sends terminal device auxiliary information and/or network device auxiliary information to the second device according to the second information.
- the second information includes second indication information
- the second indication information requests the first device to report terminal device auxiliary information and/or network device auxiliary information corresponding to the collected artificial intelligence-related data.
- the second information includes a terminal device required by the second device Auxiliary information and/or network device auxiliary information.
- the first device determines to collect artificial intelligence-related data corresponding to the network device auxiliary information; or, in the case where the second information includes terminal device auxiliary information and network device auxiliary information required by the second device, when the first device determines that at least one current network device auxiliary information is consistent with the network device auxiliary information required by the second device, the first device determines to collect artificial intelligence-related data corresponding to the terminal device auxiliary information and the network device auxiliary information.
- a device comprising a memory and a processor, wherein the memory stores a computer program, and the processor is configured to execute the computer program to implement the method as described in any one of Notes 1 to 8.
- a communication system characterized in that the communication system includes the device described in Note 9.
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Abstract
Description
本申请实施例涉及通信技术领域。The embodiments of the present application relate to the field of communication technologies.
3GPP R18空口人工智能/机器学习(artificial intelligence/machine learning,AI/ML)课题中定义了多个场景或子场景,比如CSI增强(CSI enhancement)(又可以包括CSI压缩(CSI compression),CSI预测(CSI predication)中的至少一个子场景),波束管理(beam management),定位(positioning)或者其它场景。3GPP R19基于AI/ML的移动性课题中考虑了新的场景类型,比如普通切换,条件切换,底层触发的移动性(L1/L2 triggered mobility,LTM)。不同的场景或子场景可以对应一个或多个特性/特性组(feature/feature group)。将AI/ML应用于上述feature/feature group,称为AI/ML-based/enabled feature/feature group。一个AI/ML-based/enabled feature/feature group可以对应一个或多个AI功能(AI functionality),和/或,一个或多个AI模型(AI model)。3GPP R18 artificial intelligence/machine learning (AI/ML) over air interface topic defines multiple scenarios or sub-scenarios, such as CSI enhancement (which may also include at least one sub-scenario of CSI compression and CSI prediction), beam management, positioning or other scenarios. 3GPP R19 mobility topic based on AI/ML considers new scenario types, such as normal switching, conditional switching, and L1/L2 triggered mobility (LTM). Different scenarios or sub-scenarios may correspond to one or more features/feature groups. Applying AI/ML to the above feature/feature group is called AI/ML-based/enabled feature/feature group. An AI/ML-based/enabled feature/feature group can correspond to one or more AI functions (AI functionality) and/or, one or more AI models (AI model).
为了获得对应的模型,需要基于数据进行模型训练,相应的,模型训练网元需要获取对应的人工智能相关数据。人工智能相关数据可以为L1和/或L 3测量结果信息、真实值(ground truth)的至少一种。针对上述场景,模型训练网元需要收集对应的L1和/或L3数据、真实值(ground truth)的至少一种。其中,测量结果信息包括如下信息的至少一种:参考信息号接收功率(Reference Singal Receiving Power,RSRP),参考信号接收质量(Reference Signal Receiving Quality,RSRQ),参考信号强度指示(Reference Singal Strength Indicator,RSSI),信干噪比(Signal to Interference plus Noise Ratio,SINR),信道质量指示符(channel quality indicator,CQI),预编码矩阵指示符(Precoding Matrix Indicator,PMI),CSI-RS资源指示符(CSI Reference Signal Resource Indicator,CRI,CSI参考信息号资源指示符),SS/PBCH块资源指示符(SS/PBCH Block Resource Indicator,SSBRI),层指示符(layer indicator,LI),秩指示符(Rank Indicator,RI),预编码矩阵(Precoding matrix),原始的信道矩阵(Raw channel matrix),信道矩阵的右奇异向量(right singular vectors of the channel matrix),标量量化信息(Scalar quantization),基于码本的量化信息(Codebook-based quantization)或者其他信号质量信息。真实值是指可 以作为基准的测量值。一般来说,真实值是一个相对概念,由相对可靠的测量方式得到的测量值。In order to obtain the corresponding model, it is necessary to perform model training based on data. Accordingly, the model training network element needs to obtain the corresponding artificial intelligence related data. The artificial intelligence related data can be at least one of L1 and/or L3 measurement result information and ground truth. For the above scenario, the model training network element needs to collect at least one of the corresponding L1 and/or L3 data and ground truth. The measurement result information includes at least one of the following information: reference signal receiving power (RSRP), reference signal receiving quality (RSRQ), reference signal strength indicator (RSSI), signal to interference plus noise ratio (SINR), channel quality indicator (CQI), precoding matrix indicator (PMI), CSI-RS resource indicator (CSI Reference Signal Resource Indicator, CRI, CSI reference information resource indicator), SS/PBCH block resource indicator (SSBRI), layer indicator (LI), rank indicator (RI), precoding matrix (Precoding matrix), raw channel matrix, right singular vectors of the channel matrix, scalar quantization information (Scalar quantization information), and the like. quantization), codebook-based quantization or other signal quality information. The true value refers to the Generally speaking, the true value is a relative concept, which is a measurement value obtained by a relatively reliable measurement method.
以CSI enhancement场景为例,模型训练网元需要收集如下数据的至少一种:信道质量指示符(channel quality indicator,CQI),预编码矩阵指示符(Precoding Matrix Indicator,PMI),CSI-RS资源指示符(CSI Reference Signal Resource Indicator,CRI,CSI参考信息号资源指示符),SS/PBCH块资源指示符(SS/PBCH Block Resource Indicator,SSBRI),层指示符(layer indicator,LI),信道矩阵(channel matrix),信道矩阵的右奇异向量(right singular vectors of the channel matrix),秩指示符(Rank Indicator,RI),L1-RSRP,L1-SINR,真实值或者其它L1测量结果信息。以beam management为例,模型训练网元需要收集如下数据的至少一种:预编码矩阵,原始的信道矩阵,标量量化信息,基于码本的量化信息,beam测量结果信息、真实值或者其他测量结果信息。Taking the CSI enhancement scenario as an example, the model training network element needs to collect at least one of the following data: channel quality indicator (CQI), precoding matrix indicator (PMI), CSI-RS resource indicator (CSI Reference Signal Resource Indicator, CRI), SS/PBCH block resource indicator (SS/PBCH Block Resource Indicator, SSBRI), layer indicator (LI), channel matrix (channel matrix), right singular vectors of the channel matrix (right singular vectors of the channel matrix), rank indicator (RI), L1-RSRP, L1-SINR, true value or other L1 measurement result information. Taking beam management as an example, the model training network element needs to collect at least one of the following data: precoding matrix, original channel matrix, scalar quantization information, codebook-based quantization information, beam measurement result information, true value or other measurement result information.
应该注意,上面对技术背景的介绍只是为了方便对本申请的技术方案进行清楚、完整的说明,并方便本领域技术人员的理解而阐述的。不能仅仅因为这些方案在本申请的背景技术部分进行了阐述而认为上述技术方案为本领域技术人员所公知。It should be noted that the above introduction to the technical background is only for the convenience of providing a clear and complete description of the technical solutions of the present application and for the convenience of understanding by those skilled in the art. It cannot be considered that the above technical solutions are well known to those skilled in the art simply because they are described in the background technology section of the present application.
发明内容Summary of the invention
发明人发现,引入AI/ML之后,可能存在需要收集人工智能相关数据产生的辅助信息以支持人工智能相关的模型训练。现有方法中,没有考虑人工智能相关数据产生的辅助信息的收集机制。The inventors found that after the introduction of AI/ML, there may be a need to collect auxiliary information generated by AI-related data to support AI-related model training. In existing methods, there is no consideration of the collection mechanism of auxiliary information generated by AI-related data.
针对上述问题至少之一或其他类似问题,本申请实施例提供一种信息收发方法和装置。In response to at least one of the above problems or other similar problems, an embodiment of the present application provides a method and device for sending and receiving information.
根据本申请实施例的一方面,提供一种信息收发装置,配置于终端设备(UE),其中,所述装置包括:According to one aspect of an embodiment of the present application, there is provided an information transceiver device, which is configured in a terminal device (UE), wherein the device includes:
接收单元,其接收第一设备发送的第一信息;A receiving unit, configured to receive first information sent by a first device;
发送单元,其根据所述第一信息向所述第一设备上报终端设备辅助信息和/或网络设备辅助信息。A sending unit, which reports terminal device auxiliary information and/or network device auxiliary information to the first device according to the first information.
根据本申请实施例的另一方面,提供一种信息收发装置,配置于第二设备,其中,所述装置包括:According to another aspect of an embodiment of the present application, there is provided an information transceiver device, which is configured in a second device, wherein the device includes:
发送单元,其向第一设备发送第二信息;a sending unit, configured to send second information to the first device;
接收单元,其接收所述第一设备根据所述第二信息发送的终端设备辅助信息和/或网 络设备辅助信息。a receiving unit, which receives the terminal device auxiliary information and/or network information sent by the first device according to the second information; Network device auxiliary information.
根据本申请实施例的另一方面,提供一种信息收发装置,配置于第一设备,其中,所述装置包括:According to another aspect of an embodiment of the present application, there is provided an information transceiver device, which is configured in a first device, wherein the device includes:
发送单元,其向终端设备发送第一信息;A sending unit, configured to send first information to a terminal device;
接收单元,其接收所述终端设备根据所述第一信息上报的终端设备辅助信息和/或网络设备辅助信息。A receiving unit receives terminal device auxiliary information and/or network device auxiliary information reported by the terminal device based on the first information.
根据本申请实施例的另一方面,提供一种信息收发方法,应用于终端设备(UE)侧,其中,所述方法包括:According to another aspect of an embodiment of the present application, a method for sending and receiving information is provided, which is applied to a terminal device (UE) side, wherein the method includes:
所述终端设备接收第一设备发送的第一信息;The terminal device receives first information sent by the first device;
所述终端设备根据所述第一信息向所述第一设备上报终端设备辅助信息和/或网络设备辅助信息。The terminal device reports terminal device auxiliary information and/or network device auxiliary information to the first device according to the first information.
根据本申请实施例的另一方面,提供一种信息收发方法,应用于第二设备侧,其中,所述方法包括:According to another aspect of an embodiment of the present application, a method for sending and receiving information is provided, which is applied to a second device side, wherein the method includes:
所述第二设备向第一设备发送第二信息;The second device sends second information to the first device;
所述第二设备接收所述第一设备根据所述第二信息发送的终端设备辅助信息和/或网络设备辅助信息。The second device receives the terminal device auxiliary information and/or the network device auxiliary information sent by the first device according to the second information.
根据本申请实施例的另一方面,提供一种信息收发方法,应用于第一设备侧,其中,所述方法包括:According to another aspect of an embodiment of the present application, a method for sending and receiving information is provided, which is applied to a first device side, wherein the method includes:
所述第一设备向终端设备发送第一信息;The first device sends first information to the terminal device;
所述第一设备接收所述终端设备根据所述第一信息上报的终端设备辅助信息和/或网络设备辅助信息。The first device receives terminal device auxiliary information and/or network device auxiliary information reported by the terminal device based on the first information.
本申请实施例的有益效果之一在于:终端设备根据第一设备发送的第一信息向第一设备发送终端设备辅助信息和/或网络设备辅助信息,使得第一设备可以根据各辅助信息对接收到的人工智能相关数据进行更好的归类,从而训练出更有针对性的模型;以及第一设备可以根据各辅助信息确定训练后的模型的适用信息,使得模型尽可能的部署在适用信息指示的配置和/或环境下,从而获得更好的模型推理性能。One of the beneficial effects of the embodiments of the present application is that: the terminal device sends terminal device auxiliary information and/or network device auxiliary information to the first device according to the first information sent by the first device, so that the first device can better classify the received artificial intelligence-related data according to the auxiliary information, thereby training a more targeted model; and the first device can determine the applicable information of the trained model according to the auxiliary information, so that the model can be deployed in the configuration and/or environment indicated by the applicable information as much as possible, thereby obtaining better model reasoning performance.
参照后文的说明和附图,详细公开了本申请的特定实施方式,指明了本申请的原理可以被采用的方式。应该理解,本申请的实施方式在范围上并不因而受到限制。在所附权利要求的精神和条款的范围内,本申请的实施方式包括许多改变、修改和等同。With reference to the following description and accompanying drawings, the specific embodiments of the present application are disclosed in detail, indicating the way in which the principles of the present application can be adopted. It should be understood that the embodiments of the present application are not limited in scope. Within the scope of the spirit and clauses of the appended claims, the embodiments of the present application include many changes, modifications and equivalents.
针对一种实施方式描述和/或示出的特征可以以相同或类似的方式在一个或更多个 其它实施方式中使用,与其它实施方式中的特征相组合,或替代其它实施方式中的特征。Features described and/or illustrated with respect to one embodiment may be implemented in the same or similar manner in one or more embodiments. The features in other embodiments may be used in, combined with, or substituted for features in other embodiments.
应该强调,术语“包括/包含”在本文使用时指特征、整件、步骤或组件的存在,但并不排除一个或更多个其它特征、整件、步骤或组件的存在或附加。It should be emphasized that the term “include/comprises” when used herein refers to the presence of features, integers, steps or components, but does not exclude the presence or addition of one or more other features, integers, steps or components.
在本申请实施例的一个附图或一种实施方式中描述的元素和特征可以与一个或更多个其它附图或实施方式中示出的元素和特征相结合。此外,在附图中,类似的标号表示几个附图中对应的部件,并可用于指示多于一种实施方式中使用的对应部件。The elements and features described in one figure or one implementation of the present application embodiment may be combined with the elements and features shown in one or more other figures or implementations. In addition, in the accompanying drawings, similar reference numerals represent corresponding parts in several figures and can be used to indicate corresponding parts used in more than one implementation.
图1本申请实施例的信息收发方法的一示意图;FIG1 is a schematic diagram of a method for sending and receiving information according to an embodiment of the present application;
图2是本申请实施例中终端设备和第一设备之间的信息交互的一示意图;FIG2 is a schematic diagram of information interaction between a terminal device and a first device in an embodiment of the present application;
图3是本申请实施例中终端设备和第一设备之间的信息交互的另一示意图;3 is another schematic diagram of information interaction between a terminal device and a first device in an embodiment of the present application;
图4是本申请实施例中终端设备和第一设备之间的信息交互的又一示意图;FIG4 is another schematic diagram of information interaction between a terminal device and a first device in an embodiment of the present application;
图5是本申请实施例中终端设备和第一设备之间的信息交互的再一示意图;FIG5 is another schematic diagram of information interaction between the terminal device and the first device in the embodiment of the present application;
图6是本申请实施例的信息收发方法的一示意图;FIG6 is a schematic diagram of a method for sending and receiving information according to an embodiment of the present application;
图7是本申请实施例中第一设备和第二设备之间的信息交互的一示意图;FIG7 is a schematic diagram of information interaction between a first device and a second device in an embodiment of the present application;
图8是本申请实施例中第一设备和第二设备之间的信息交互的另一示意图;FIG8 is another schematic diagram of information interaction between the first device and the second device in an embodiment of the present application;
图9是本申请实施例的信息收发方法的一示意图;FIG9 is a schematic diagram of a method for sending and receiving information according to an embodiment of the present application;
图10是本申请实施例的信息收发装置1000的一示意图;FIG10 is a schematic diagram of an information transceiver device 1000 according to an embodiment of the present application;
图11是本申请实施例的信息收发装置1100的一示意图;FIG11 is a schematic diagram of an information transceiver device 1100 according to an embodiment of the present application;
图12是本申请实施例的信息收发装置1200的一示意图;FIG12 is a schematic diagram of an information transceiver device 1200 according to an embodiment of the present application;
图13是本申请实施例的通信系统的一示意图;FIG13 is a schematic diagram of a communication system according to an embodiment of the present application;
图14是本申请实施例的网络设备的一示意图;FIG14 is a schematic diagram of a network device according to an embodiment of the present application;
图15是本申请实施例的终端设备的示意图。FIG. 15 is a schematic diagram of a terminal device according to an embodiment of the present application.
参照附图,通过下面的说明书,本申请的前述以及其它特征将变得明显。在说明书和附图中,具体公开了本申请的特定实施方式,其表明了其中可以采用本申请的原则的部分实施方式,应了解的是,本申请不限于所描述的实施方式,相反,本申请包括落入所附权利要求的范围内的全部修改、变型以及等同物。With reference to the accompanying drawings, the above and other features of the present application will become apparent through the following description. In the description and the accompanying drawings, specific embodiments of the present application are specifically disclosed, which show some embodiments in which the principles of the present application can be adopted. It should be understood that the present application is not limited to the described embodiments. On the contrary, the present application includes all modifications, variations and equivalents falling within the scope of the attached claims.
在本申请实施例中,术语“第一”、“第二”等用于对不同元素从称谓上进行区分,但 并不表示这些元素的空间排列或时间顺序等,这些元素不应被这些术语所限制。术语“和/或”包括相关联列出的术语的一种或多个中的任何一个和所有组合。术语“包含”、“包括”、“具有”等是指所陈述的特征、元素、元件或组件的存在,但并不排除存在或添加一个或多个其他特征、元素、元件或组件。In the embodiments of the present application, the terms "first", "second", etc. are used to distinguish different elements from the name, but It does not indicate the spatial arrangement or temporal order of these elements, etc., and these elements should not be limited by these terms. The term "and/or" includes any and all combinations of one or more of the associated listed terms. The terms "comprises", "includes", "has", etc. refer to the presence of the stated features, elements, components or components, but do not exclude the presence or addition of one or more other features, elements, components or components.
在本申请实施例中,单数形式“一”、“该”等包括复数形式,应广义地理解为“一种”或“一类”而并不是限定为“一个”的含义;此外术语“所述”应理解为既包括单数形式也包括复数形式,除非上下文另外明确指出。此外术语“根据”应理解为“至少部分根据……”,术语“基于”应理解为“至少部分基于……”,除非上下文另外明确指出。In the embodiments of the present application, the singular forms "a", "the", etc. include plural forms and should be broadly understood as "a kind" or "a type" rather than being limited to the meaning of "one"; in addition, the term "said" should be understood to include both singular and plural forms, unless the context clearly indicates otherwise. In addition, the term "according to" should be understood as "at least in part according to...", and the term "based on" should be understood as "at least in part based on...", unless the context clearly indicates otherwise.
在本申请实施例中,以包含网络设备和/或终端设备的场景为例。In the embodiments of the present application, a scenario including network devices and/or terminal devices is taken as an example.
在上述场景中,网络设备可以包括核心网设备、第三方应用设备、操作维护管理(operation administration and maintenance,OAM)、接入网设备中的至少一种。In the above scenario, the network equipment may include at least one of core network equipment, third-party application equipment, operation administration and maintenance (OAM), and access network equipment.
核心网设备可以指为终端设备提供业务支持的核心网(core network,CN)中的设备。作为一些实例,核心网设备可以为如下至少一种:移动管理实体(mobility and management entity,MME)、接入和移动性管理功能(access and mobility management function,AMF)实体、会话管理功能(session management function,SMF)实体、用户面功能(user plane function,UPF)实体、定位管理功能(Location Management Function,LMF)实体等等,此处不一一举例。其中,AMF实体可以负责终端的接入管理和移动性管理,SMF实体可以负责会话管理,比如用户的会话建立,UPF实体可以是用户面的功能实体,主要负责连接外部网络。LMF实体可以管理注册到核心网设备或访问核心网设备的终端设备的位置所需的资源的总体协调和调度。需要说明的是,本申请实施例中,实体也可以称为网元或功能实体,比如AMF实体也可以称为AMF网元或AMF功能实体,等等。The core network device may refer to a device in the core network (CN) that provides service support for the terminal device. As some examples, the core network device may be at least one of the following: a mobility and management entity (MME), an access and mobility management function (AMF) entity, a session management function (SMF) entity, a user plane function (UPF) entity, a location management function (LMF) entity, etc., which are not given one by one here. Among them, the AMF entity may be responsible for the access management and mobility management of the terminal, the SMF entity may be responsible for session management, such as the establishment of a user's session, and the UPF entity may be a functional entity of the user plane, mainly responsible for connecting to the external network. The LMF entity may manage the overall coordination and scheduling of resources required for the location of the terminal device registered to the core network device or accessing the core network device. It should be noted that in the embodiment of the present application, the entity may also be referred to as a network element or a functional entity, such as the AMF entity may also be referred to as an AMF network element or an AMF functional entity, and so on.
第三方应用设备可以为OTT服务(over the top server)或者其它第三方设备。The third-party application device can be an OTT service (over the top server) or other third-party equipment.
OAM可以为根据运营商网络运营的实际需要,对网络进行操作(Operation)、管理(Administration)、维护(Maintenance)等管理工作的网络设备。OAM is a network device that performs operations, administration, and maintenance on the network according to the actual needs of the operator's network operations.
接入网设备是终端设备通过无线方式接入到通信系统的接入设备。接入网设备可以是基站(base station,BS)、演进型基站(evolved NodeB,eNodeB)、发送接收点(transmission reception point,TRP)、第五代(5th generation,5G)移动通信系统中的基站(next generation NodeB,gNB)、第六代(6th generation,6G)移动通信系统中的基站、未来移动通信系统重的基站或WiFi系统中的接入节点等。接入网设备也可以是完 成基站部分功能的模块或单元,例如,可以是如下模块或单元的至少一种:集中式单元(central unit,CU),分布式单元(distributed unit,DU),集中式单元控制面(CU control plane,CU-CP),集中式单元用户面(CU user plane,CU-CP),集成接入回传(Integrated Access Backhaul,IAB)或者其它模块或单元。本申请实施例对接入网设备所采用的具体技术和/或具体设备形态不做限定。接入网设备可以部署在陆地上,包括室内/室外,可以手持或车载;也可以部署在水面上,飞机上,气球或卫星上;接入网设备可以部署在固定位置,也可以部署在移动的载体上,本申请实施例对此不做限定。Access network equipment is the access equipment that terminal equipment uses to access the communication system wirelessly. Access network equipment can be a base station (BS), an evolved NodeB (eNodeB), a transmission reception point (TRP), a base station (next generation NodeB, gNB) in the fifth generation (5G) mobile communication system, a base station in the sixth generation (6G) mobile communication system, a base station in the future mobile communication system, or an access node in a WiFi system. Access network equipment can also be a complete The module or unit that performs part of the functions of the base station, for example, may be at least one of the following modules or units: a centralized unit (CU), a distributed unit (DU), a centralized unit control plane (CU control plane, CU-CP), a centralized unit user plane (CU user plane, CU-CP), an integrated access backhaul (IAB) or other modules or units. The embodiments of the present application do not limit the specific technology and/or specific device form adopted by the access network equipment. The access network equipment can be deployed on land, including indoors/outdoors, and can be handheld or vehicle-mounted; it can also be deployed on the water, on an airplane, on a balloon or on a satellite; the access network equipment can be deployed in a fixed position or on a mobile carrier, and the embodiments of the present application do not limit this.
在上述场景中,终端设备可以是具有无线收发功能的设备,可以向接入网设备发送信号,和/或,接收来自接入网设备的信号。终端设备也可以称为终端、移动台、移动终端等。终端设备可以是手机,平板,或其它具有无线智能收发功能的设备。终端设备可以广泛应用于各种场景,例如,设备到设备(device-to-device,D2D),车物(vehicle to everything,V2X)通信,机器类通信(machine-type communication,MTC)、物联网(Internet of things,IoT),虚拟现实,增强现实,工业控制,自动驾驶,远程医疗,或各种智慧场景。In the above scenario, the terminal device can be a device with wireless transceiver function, which can send signals to the access network device and/or receive signals from the access network device. The terminal device can also be called a terminal, a mobile station, a mobile terminal, etc. The terminal device can be a mobile phone, a tablet, or other devices with wireless intelligent transceiver function. The terminal device can be widely used in various scenarios, such as device-to-device (D2D), vehicle to everything (V2X) communication, machine-type communication (MTC), Internet of things (IoT), virtual reality, augmented reality, industrial control, autonomous driving, telemedicine, or various smart scenarios.
在上述场景中,接入网设备和终端设备之间、终端设备和终端设备之间可以通过授权频谱进行通信,也可以通过免授权频谱进行通信,也可以同时通过授权频谱和免授权频谱进行通信。本申请实施例对无线通信所使用的频谱资源不做限定。In the above scenario, the access network device and the terminal device, the terminal device and the terminal device can communicate through the authorized spectrum, can also communicate through the unlicensed spectrum, or can communicate through both the authorized spectrum and the unlicensed spectrum. The embodiment of the present application does not limit the spectrum resources used for wireless communication.
在本申请下面的说明中,人工智能(AI)也可以被称为人工智能/机器学习(AI/ML)或机器学习ML,这些名词可以互换,例如,“基于AI的特性或特性组”与“基于AI或ML的特性或特性组”具有相同含义,它们对应的英文可以是AI/ML-based feature/FG。In the following description of this application, artificial intelligence (AI) may also be referred to as artificial intelligence/machine learning (AI/ML) or machine learning ML, and these terms are interchangeable. For example, "AI-based feature or feature group" and "AI- or ML-based feature or feature group" have the same meaning, and their corresponding English may be AI/ML-based feature/FG.
在上述场景中,如果针对收集的数据进行分类,比如根据数据产生时的辅助信息,从而使得模型训练设备可以针对辅助信息对应的场景训练更匹配的模型,从而获得更高的模型性能。一般来说,辅助信息可以用于指示数据产生时的配置信息和/或环境信息。可以理解的,辅助信息可以分为2类:网络侧辅助信息和终端设备侧辅助信息。现有机制中,关于辅助信息的具体内容,以及辅助信息的收集/上报机制,还没有对应的解决方案。In the above scenario, if the collected data is classified, for example, according to the auxiliary information when the data is generated, the model training device can train a more matching model for the scenario corresponding to the auxiliary information, thereby obtaining higher model performance. Generally speaking, auxiliary information can be used to indicate configuration information and/or environmental information when the data is generated. It can be understood that auxiliary information can be divided into two categories: network-side auxiliary information and terminal device-side auxiliary information. In the existing mechanism, there is no corresponding solution for the specific content of the auxiliary information and the collection/reporting mechanism of the auxiliary information.
针对上述问题的至少之一,本申请实施例提供一种信息收发方法以及装置。In response to at least one of the above problems, an embodiment of the present application provides a method and device for sending and receiving information.
下面结合附图和具体实施方式对本申请实施例进行说明。为了便于描述,下文以基站作为接入网设备的例子进行描述。在以下的说明中,在不引起混淆的情况下,“如果…”、“在…情况下”以及“当…时”可以相互替换使用。 The embodiments of the present application are described below in conjunction with the accompanying drawings and specific implementation methods. For ease of description, the following description is given by taking a base station as an example of an access network device. In the following description, "if ...", "under ..." and "when ..." can be used interchangeably without causing confusion.
第一方面的实施例Embodiments of the first aspect
本申请实施例提供一种信息收发方法,从终端设备的一侧进行说明。An embodiment of the present application provides a method for sending and receiving information, which is described from the perspective of a terminal device.
图1本申请实施例的信息收发方法的一示意图,如图1示,该方法包括:FIG1 is a schematic diagram of a method for sending and receiving information according to an embodiment of the present application. As shown in FIG1 , the method includes:
101:终端设备接收第一设备发送的第一信息;101: a terminal device receives first information sent by a first device;
102:终端设备根据该第一信息向该第一设备上报终端设备辅助信息和/或网络设备辅助信息。102: The terminal device reports terminal device auxiliary information and/or network device auxiliary information to the first device according to the first information.
值得注意的是,以上附图1仅示意性地对本申请实施例进行了说明,但本申请不限于此。例如可以增加其他的一些操作或者减少其中的某些操作。本领域的技术人员可以根据上述内容进行适当地变型,而不仅限于上述附图1的记载。It is worth noting that the above FIG. 1 only schematically illustrates the embodiment of the present application, but the present application is not limited thereto. For example, other operations may be added or some operations may be reduced. Those skilled in the art may make appropriate modifications based on the above content, and are not limited to the description of the above FIG. 1.
根据上述实施例,终端设备根据第一设备发送的第一信息向第一设备发送终端设备辅助信息和/或网络设备辅助信息,使得第一设备可以根据各辅助信息对接收到的人工智能相关数据进行更好的归类,从而训练出更有针对性的模型;以及第一设备可以根据各辅助信息确定训练后的模型的适用信息,使得模型尽可能的部署在适用信息指示的配置和/或环境下,从而获得更好的模型推理性能。According to the above embodiment, the terminal device sends terminal device auxiliary information and/or network device auxiliary information to the first device based on the first information sent by the first device, so that the first device can better classify the received artificial intelligence-related data according to the auxiliary information, thereby training a more targeted model; and the first device can determine the applicable information of the trained model based on the auxiliary information, so that the model can be deployed in the configuration and/or environment indicated by the applicable information as much as possible, thereby obtaining better model reasoning performance.
在一些实施例中,第一设备可以是接入网设备,例如,第一设备是终端设备通过无线方式接入到通信系统的接入设备,关于该“第一设备”的具体内容可以参见上述关于“接入网设备”的相关介绍,在此不做重复说明。In some embodiments, the first device may be an access network device. For example, the first device is an access device that a terminal device uses to access a communication system wirelessly. For specific contents of the "first device", please refer to the above introduction to the "access network device", which will not be repeated here.
在一些实施例中,该终端设备辅助信息和/或网络设备辅助信息包括如下信息的至少一种:终端设备(UE)环境信息和/或配置信息;网络设备(NW)环境信息和/或配置信息;终端设备(UE)位置信息;以及终端设备(UE)和/或网络设备(NW)的身份信息。In some embodiments, the terminal device auxiliary information and/or network device auxiliary information includes at least one of the following information: terminal device (UE) environment information and/or configuration information; network device (NW) environment information and/or configuration information; terminal device (UE) location information; and identity information of the terminal device (UE) and/or network device (NW).
以下对于“终端设备辅助信息和/或网络设备辅助信息”的具体内容进行详细的说明:The following is a detailed description of the specific content of "terminal device auxiliary information and/or network device auxiliary information":
在一些实施例中,该终端设备(UE)环境信息和/或配置信息包括如下信息的至少一种:终端设备的速度信息;终端设备的计算速度信息;终端设备的服务小区信息;以及终端设备和网络设备之间的信道模型信息。In some embodiments, the terminal device (UE) environment information and/or configuration information includes at least one of the following information: speed information of the terminal device; computing speed information of the terminal device; service cell information of the terminal device; and channel model information between the terminal device and the network device.
例如,该终端设备的速度信息用于指示终端设备确定的速度信息,可以为瞬时速度信息,也可以为平均速度信息;该终端设备的计算速度信息用于指示终端设备运行模型可以提供的算力信息;终端设备的服务小区信息可以包括如下信息的至少一种:小区全局标识(cell global identifier,CGI),物理小区标识(physical cell identifier,PCI)和频 点信息,小区标识(cell identifier,cell ID),非公网标识(non-public network identifier,NPN ID),非陆地网络标识(non-terrestrial network identifier,NTN ID)或者其他小区标识中的至少一种。例如,CGI可以包括公共陆地移动网络(public land mobile network,PLMN ID)和cell ID。可选的,小区信息还可以包括跟踪区码(tracking area code,TAC)和/或小区所属的网络设备的标识信息,比如全局网络设备标识;该终端设备和网络设备之间的信道模型信息包括视线(line of sighe,LOS)模型、或者非实现(non-line of sight,NLOS)模型等相关信息;可以理解的,该终端设备(UE)环境信息和/或配置信息也可以包括其他信息,本申请对此不进行限制。For example, the speed information of the terminal device is used to indicate the speed information determined by the terminal device, which may be instantaneous speed information or average speed information; the computing speed information of the terminal device is used to indicate the computing power information that can be provided by the terminal device operation model; the serving cell information of the terminal device may include at least one of the following information: cell global identifier (CGI), physical cell identifier (PCI) and frequency Point information, cell identifier (cell identifier, cell ID), non-public network identifier (non-public network identifier, NPN ID), non-terrestrial network identifier (non-terrestrial network identifier, NTN ID) or at least one of other cell identifiers. For example, CGI may include a public land mobile network (public land mobile network, PLMN ID) and a cell ID. Optionally, the cell information may also include a tracking area code (tracking area code, TAC) and/or identification information of a network device to which the cell belongs, such as a global network device identifier; the channel model information between the terminal device and the network device includes relevant information such as a line of sight (line of sighe, LOS) model or a non-line of sight (non-line of sight, NLOS) model; it can be understood that the terminal equipment (UE) environment information and/or configuration information may also include other information, which is not limited in the present application.
例如,该“终端设备(UE)环境信息和/或配置信息”可以为具体的环境信息和/或配置信息,也可以为环境信息和/或配置信息对应的标识或索引信息。基于该标识或索引信息,可以确定其对应的具体的环境信息和/或配置信息。比如,通过协议预定,或者,通过终端设备,或者终端设备的管理设备(比如,终端厂商的管理设备,OTT server,终端芯片厂商的管理设备,OAM的至少一种),确定终端设备环境信息和/或配置信息和其标识或索引信的对应关系。当第一设备接收到上述标识或索引信息,可以基于协议预定义的对应关系,或者通过从其它设备(比如,终端设备,终端设备的管理设备,核心网设备,OAM,或者其它网络设备的至少一种设备)获取的对应关系,可以确定上述标识或索引信息对应的终端设备环境信息和/或配置信息。For example, the "terminal equipment (UE) environment information and/or configuration information" may be specific environment information and/or configuration information, or may be an identification or index information corresponding to the environment information and/or configuration information. Based on the identification or index information, the corresponding specific environment information and/or configuration information may be determined. For example, the correspondence between the terminal equipment environment information and/or configuration information and its identification or index information may be determined by a predetermined protocol, or by a terminal equipment, or a management device of the terminal equipment (e.g., a management device of a terminal manufacturer, an OTT server, a management device of a terminal chip manufacturer, or at least one of OAM). When the first device receives the above identification or index information, it may determine the terminal equipment environment information and/or configuration information corresponding to the above identification or index information based on the correspondence predefined by the protocol, or by the correspondence obtained from other devices (e.g., a terminal equipment, a management device of a terminal equipment, a core network device, OAM, or at least one of other network devices).
在一些实施例中,该网络设备(NW)环境信息和/或配置信息包括如下信息的至少一种:网络设备的天线配置信息;网络设备的波束配置信息;网络设备的覆盖配置信息;以及网络设备的状态信息。In some embodiments, the network device (NW) environment information and/or configuration information includes at least one of the following information: antenna configuration information of the network device; beam configuration information of the network device; coverage configuration information of the network device; and status information of the network device.
例如,该网络设备的天线配置信息可以包括天线下的倾角信息,天线个数,模拟天线,数字天线,物理天线等至少一个配置信息;该网络设备的波束配置信息可以包括波束宽度信息,波束个数,波束标识信息,波束索引信息,波束扫描信息等至少一个配置信息;该网络设备的覆盖配置信息可以包括频点信息,最大发送功率信息,覆盖范围信息,室内、室外等至少一个配置信息;以及该网络设备的状态信息可以包括容量站、覆盖站是否开启网络节能,网络节能配置信息等至少一个状态信息;该网络设备(NW)环境信息和/或配置信息还可以包括其他信息,本申请对此不进行限制。For example, the antenna configuration information of the network device may include at least one configuration information such as the tilt angle information under the antenna, the number of antennas, analog antennas, digital antennas, physical antennas, etc.; the beam configuration information of the network device may include at least one configuration information such as beam width information, the number of beams, beam identification information, beam index information, beam scanning information, etc.; the coverage configuration information of the network device may include frequency information, maximum transmit power information, coverage range information, indoor, outdoor, etc., at least one configuration information; and the status information of the network device may include at least one status information such as whether the capacity station and the coverage station have enabled network energy saving, network energy saving configuration information, etc.; the network device (NW) environment information and/or configuration information may also include other information, which is not limited in the present application.
例如,该“网络设备(NW)环境信息和/或配置信息”可以为具体的环境信息和/或配置信息,也可以为环境信息和/或配置信息对应的标识或索引信息。比如,通过协议预定,或者,通过网络设备的管理设备(比如,核心网设备,OAM的至少一种),确定 网络设备环境信息和/或配置信息和其标识或索引信的对应关系。当其它设备接收到上述标识或索引信息,可以基于协议预定义的对应关系,或者通过获取的对应关系,可以确定上述标识或索引信息对应的网络设备环境信息和/或配置信息。作为一种示例,第一设备可以向终端设备发送网络设备环境信息和/或配置信息,使得终端设备上报数据时,可以进一步的上报该数据对应的网络设备环境信息和/或配置信息。For example, the "network equipment (NW) environment information and/or configuration information" may be specific environment information and/or configuration information, or may be identification or index information corresponding to the environment information and/or configuration information. For example, the network equipment (NW) environment information and/or configuration information may be predetermined by a protocol, or may be determined by a management device of the network equipment (e.g., a core network device, at least one of OAM) The correspondence between network device environment information and/or configuration information and its identification or index information. When other devices receive the above identification or index information, they can determine the network device environment information and/or configuration information corresponding to the above identification or index information based on the correspondence predefined by the protocol or through the acquired correspondence. As an example, the first device can send network device environment information and/or configuration information to the terminal device, so that when the terminal device reports data, it can further report the network device environment information and/or configuration information corresponding to the data.
在一些实施例中,该终端设备(UE)位置信息,例如,在小区级别的场景下,终端设备通过定位等能够得知终端设备(UE)的位置信息;或者,还可以通过信号质量信息获取终端设备(UE)的位置范围信息等,本申请对此不进行限制。In some embodiments, the terminal device (UE) location information, for example, in a cell-level scenario, the terminal device can obtain the location information of the terminal device (UE) through positioning, etc.; or, the location range information of the terminal device (UE) can also be obtained through signal quality information, etc., which is not limited in the present application.
在一些实施例中,该终端设备(UE)和/或网络设备(NW)的身份信息包括如下信息的至少一种:终端设备的厂商信息;终端设备的芯片厂商信息;网络设备的网络厂商信息;以及运营商信息。通过引入身份信息,可以保证相关数据,以及基于相关数据训练的模型的隐私性,比如,仅在对应的身份信息指示的终端设备设备和/或网络设备间共享数据,和/或,模型。In some embodiments, the identity information of the terminal device (UE) and/or the network device (NW) includes at least one of the following information: the manufacturer information of the terminal device; the chip manufacturer information of the terminal device; the network manufacturer information of the network device; and the operator information. By introducing the identity information, the privacy of the relevant data and the model trained based on the relevant data can be guaranteed, for example, the data and/or the model are only shared between the terminal devices and/or network devices indicated by the corresponding identity information.
在一些实施例中,该方法还包括:终端设备发送收集的人工智能相关数据给第一设备。人工智能相关数据可以为L1和/或L 3测量结果信息、真实值(ground truth)的至少一种。In some embodiments, the method further includes: the terminal device sends the collected artificial intelligence related data to the first device. The artificial intelligence related data can be at least one of L1 and/or L 3 measurement result information and ground truth.
例如,终端设备可以通过多条信令分别发送人工智能相关数据和终端设备辅助信息和/或网络设备辅助信息给第一设备,或者,终端设备可以通过一条信令将人工智能相关数据和终端设备辅助信息和/或网络设备辅助信息发送给第一设备。For example, the terminal device may send artificial intelligence related data and terminal device auxiliary information and/or network device auxiliary information to the first device through multiple signalings respectively, or the terminal device may send artificial intelligence related data and terminal device auxiliary information and/or network device auxiliary information to the first device through one signaling.
例如,以CSI enhancement场景为例,终端设备发送的人工智能相关数据包括如下数据的至少一种:信道质量指示符(channel quality indicator,CQI),预编码矩阵指示符(Precoding Matrix Indicator,PMI),CSI-RS资源指示符(CSI Reference Signal Resource Indicator,CRI,CSI参考信息号资源指示符),SS/PBCH块资源指示符(SS/PBCH Block Resource Indicator,SSBRI),层指示符(layer indicator,LI),信道矩阵(channel matrix),信道矩阵的右奇异向量(right singular vectors of the channel matrix),秩指示符(Rank Indicator,RI),L1-RSRP,L1-SINR,真实值或者其它L1测量结果信息等;以beam management为例,终端设备发送的人工智能相关数据包括如下数据的至少一种:预编码矩阵,原始的信道矩阵,标量量化信息,基于码本的量化信息,beam测量结果信息,真实值或者其他测量结果信息等;例如,终端设备发送的人工智能相关数据还可以包括其他数据,本申请对此并不进行限制。 For example, taking the CSI enhancement scenario as an example, the artificial intelligence related data sent by the terminal device includes at least one of the following data: channel quality indicator (CQI), precoding matrix indicator (PMI), CSI-RS resource indicator (CSI Reference Signal Resource Indicator, CRI, CSI reference information number resource indicator), SS/PBCH block resource indicator (SS/PBCH Block Resource Indicator, SSBRI), layer indicator (LI), channel matrix (channel matrix), right singular vectors of the channel matrix (right singular vectors of the channel matrix), rank indicator (RI), L1-RSRP, L1-SINR, true value or other L1 measurement result information, etc.; beam Management as an example, the artificial intelligence-related data sent by the terminal device includes at least one of the following data: a precoding matrix, an original channel matrix, scalar quantization information, codebook-based quantization information, beam measurement result information, a true value or other measurement result information, etc.; for example, the artificial intelligence-related data sent by the terminal device may also include other data, and this application does not limit this.
在一些实施例中,终端设备发送人工智能相关数据的方式包括:立即发送、缓存发送或者基于网络设备的请求的发送等。In some embodiments, the terminal device sends artificial intelligence related data in the following ways: immediate sending, cache sending, or sending based on a request from a network device.
例如,立即发送,可以是终端设备收集人工智能相关数据之后,实时的发送给网络设备;缓存发送,可以是终端设备收集人工智能相关数据后,不立即上报给网络设备,例如终端设备收集一段时间内的多条人工智能相关数据后,统一上报给网络设备;基于网络设备的请求的发送,可以是当终端设备收到网络设备的人工智能相关数据上报请求指示信息时,终端设备向网络设备发送对应的人工智能相关数据。For example, immediate sending means that the terminal device collects artificial intelligence-related data and sends it to the network device in real time; cache sending means that the terminal device does not immediately report the artificial intelligence-related data to the network device after collecting it. For example, the terminal device collects multiple artificial intelligence-related data within a period of time and then reports them to the network device in a unified manner; sending based on the request of the network device means that when the terminal device receives the artificial intelligence-related data reporting request indication information of the network device, the terminal device sends the corresponding artificial intelligence-related data to the network device.
在一些实施例中,该方法还包括:终端设备还发送人工智能相关数据的生成时间信息给第一设备。In some embodiments, the method also includes: the terminal device also sends generation time information of the artificial intelligence related data to the first device.
例如,在终端设备不立即发送收集的人工智能相关数据的情况下,终端设备还可以指示每条人工智能相关数据的生成时间信息。For example, in the case where the terminal device does not immediately send the collected artificial intelligence-related data, the terminal device can also indicate the generation time information of each piece of artificial intelligence-related data.
作为一种可能的实现方式,终端设备上报第一次或最后一次人工智能相关数据生成时的绝对时间信息,以及其他人工智能相关数据相对该绝对时间信息的相对时间信息;或者,终端设备上报每次人工智能相关数据生成时的绝对时间信息等。As a possible implementation method, the terminal device reports the absolute time information when the first or last artificial intelligence-related data is generated, as well as the relative time information of other artificial intelligence-related data relative to the absolute time information; or, the terminal device reports the absolute time information each time artificial intelligence-related data is generated, etc.
由此,当网络设备收到终端设备发送的人工智能相关数据,以及人工智能相关数据对应的终端设备的辅助信息,和/或,人工智能相关数据对应的终端设备的辅助信息的生成时间信息时,网络设备可以进一步确定和/或补充该人工智能相关数据对应的网络设备的辅助信息,从而更有针对性的对人工智能相关数据进行管理;比如,在终端设备上报了人工智能相关数据的生成时间信息的情况下,当网络设备(例如是第一设备)更新过网络设备的辅助信息,网络设备(例如是第一设备)可以根据上述生成时间信息,识别终端设备的人工智能相关数据生成时的网络设备的辅助信息,能够对人工智能相关数据进行更为准确的管理,提升数据管理的可靠性。Therefore, when the network device receives the artificial intelligence-related data sent by the terminal device, as well as the auxiliary information of the terminal device corresponding to the artificial intelligence-related data, and/or the generation time information of the auxiliary information of the terminal device corresponding to the artificial intelligence-related data, the network device can further determine and/or supplement the auxiliary information of the network device corresponding to the artificial intelligence-related data, so as to manage the artificial intelligence-related data more specifically; for example, when the terminal device reports the generation time information of the artificial intelligence-related data, when the network device (for example, the first device) updates the auxiliary information of the network device, the network device (for example, the first device) can identify the auxiliary information of the network device when the artificial intelligence-related data of the terminal device is generated according to the above-mentioned generation time information, so as to manage the artificial intelligence-related data more accurately and improve the reliability of data management.
在一些实施例中,该方法还包括:In some embodiments, the method further comprises:
103:终端设备发送终端设备人工智能相关数据收集能力信息给第一设备。103: The terminal device sends the terminal device artificial intelligence related data collection capability information to the first device.
可以理解的,图1仅为示例性说明,该步骤103为可选步骤,步骤103可以在步骤101之前执行,也可以在步骤101之后执行,也可以不执行,本申请实施例并不以此作为限制。It can be understood that FIG. 1 is only an exemplary illustration, and step 103 is an optional step. Step 103 may be performed before step 101, may be performed after step 101, or may not be performed. The embodiments of the present application are not limited thereto.
例如,该人工智能相关数据收集能力信息用于指示终端设备支持的人工智能相关数据收集能力。For example, the artificial intelligence-related data collection capability information is used to indicate the artificial intelligence-related data collection capabilities supported by the terminal device.
例如,该人工智能相关数据收集能力信息可以通过1比特的信元表示。在包括该信 元时,表示终端设备支持的人工智能相关数据收集能力;和/或,在不包括该信元时,表示终端设备不支持的人工智能相关数据收集能力。或者,在该信元的比特值为第一值时,表示终端设备支持的人工智能相关数据收集能力,和/或,在比特值为第二值时,表示终端设备不支持的人工智能相关数据收集能力。作为一个示例,该第一值可以为1,该第二值可以为0;或者,该第一值可以为0,该第二值可以为1,本申请实施例并不以此作为限制。For example, the artificial intelligence related data collection capability information can be represented by a 1-bit information element. When the bit value of the information element is a first value, it indicates that the terminal device supports artificial intelligence-related data collection capabilities; and/or, when the information element is not included, it indicates that the terminal device does not support artificial intelligence-related data collection capabilities. Alternatively, when the bit value of the information element is a first value, it indicates that the terminal device supports artificial intelligence-related data collection capabilities, and/or, when the bit value is a second value, it indicates that the terminal device does not support artificial intelligence-related data collection capabilities. As an example, the first value may be 1 and the second value may be 0; or, the first value may be 0 and the second value may be 1, and the embodiments of the present application are not limited thereto.
以上对于“终端设备辅助信息和/或网络设备辅助信息”进行详细说明后,以下结合具体实施例对本申请的“第一信息”以及终端设备和第一设备之间的交互等内容进行详细说明:After the “terminal device auxiliary information and/or network device auxiliary information” is described in detail above, the “first information” of this application and the interaction between the terminal device and the first device are described in detail below in combination with specific embodiments:
(一)实施例1(I) Embodiment 1
在该实施例中,以图2为例,所涉及到的第一设备可以为基站或CU或其它接入网络设备,本申请实施例并不以此作为限制。In this embodiment, taking FIG. 2 as an example, the first device involved may be a base station or a CU or other access network device, but the embodiment of the present application is not limited thereto.
在一些实施例中,该第一信息包括第一指示信息,该终端设备根据该第一指示信息上报人工智能相关数据生成时该人工智能相关数据对应的终端设备辅助信息。In some embodiments, the first information includes first indication information, and the terminal device reports the terminal device auxiliary information corresponding to the artificial intelligence related data when the artificial intelligence related data is generated according to the first indication information.
图2是本申请实施例中终端设备和第一设备之间的信息交互的一示意图,如图2所示,该方法包括:FIG. 2 is a schematic diagram of information interaction between a terminal device and a first device in an embodiment of the present application. As shown in FIG. 2 , the method includes:
201,第一设备向终端设备发送第一指示信息;201, a first device sends first indication information to a terminal device;
202,终端设备向第一设备上报人工智能相关数据生成时该人工智能相关数据对应的终端设备辅助信息。202. The terminal device reports to the first device the terminal device auxiliary information corresponding to the artificial intelligence related data when the artificial intelligence related data is generated.
作为一种可能的实现方式,步骤201中的“第一指示信息”可以通过人工智能相关数据收集请求消息携带,或者,该“第一指示信息”也可以通过其他消息携带,本申请对此不进行限制;作为一种可能的实现方式,步骤201中的终端设备辅助信息,可以通过终端设备上报的人工智能相关数据的消息携带,或者,终端设备辅助信息也可以通过其他消息携带,本申请对此不进行限制。As a possible implementation method, the "first indication information" in step 201 can be carried by an artificial intelligence-related data collection request message, or the "first indication information" can also be carried by other messages, and this application does not limit this; as a possible implementation method, the terminal device auxiliary information in step 201 can be carried by a message of artificial intelligence-related data reported by the terminal device, or the terminal device auxiliary information can also be carried by other messages, and this application does not limit this.
在一些实施例中,在上述步骤201之前(未图示),第一设备还能够获取终端设备人工智能相关数据收集能力信息。第一设备可以接收终端设备或核心网设备或除第一设备之外的其他接入网设备发送的终端设备人工智能相关数据收集能力信息;“终端设备人工智能相关数据收集能力信息”的详细内容可以参见前述实施方式,在此不做重复说明。In some embodiments, before the above step 201 (not shown), the first device can also obtain the terminal device artificial intelligence related data collection capability information. The first device can receive the terminal device artificial intelligence related data collection capability information sent by the terminal device or the core network device or other access network devices other than the first device; the details of the "terminal device artificial intelligence related data collection capability information" can be found in the above implementation mode, and no repeated description is given here.
在一些实施例中,第一设备能够获取网络设备辅助信息。例如,第一设备能够获取 当前第一设备本身的辅助信息。In some embodiments, the first device can obtain network device auxiliary information. For example, the first device can obtain Auxiliary information of the current first device itself.
在一些实施例中,在上述步骤202之后或者在上述步骤202中(未图示),终端设备还发送人工智能相关数据的生成时间信息给第一设备,该生成时间信息可以用于第一设备确定人工智能相关数据生成时的网络设备辅助信息。例如,在终端设备上报了人工智能相关数据的生成时间信息的情况下,当第一设备更新过网络设备辅助信息,第一设备可以根据上述生成时间信息,识别终端设备的人工智能相关数据生成时的网络设备的辅助信息,能够对人工智能相关数据进行更为准确的管理,提升数据管理的可靠性。In some embodiments, after the above step 202 or in the above step 202 (not shown), the terminal device also sends the generation time information of the artificial intelligence related data to the first device, and the generation time information can be used by the first device to determine the auxiliary information of the network device when the artificial intelligence related data is generated. For example, in the case where the terminal device reports the generation time information of the artificial intelligence related data, when the first device updates the auxiliary information of the network device, the first device can identify the auxiliary information of the network device when the artificial intelligence related data of the terminal device is generated according to the above generation time information, so as to manage the artificial intelligence related data more accurately and improve the reliability of data management.
在一些实施例中,在上述步骤202之后(未图示),当第一设备收到终端设备发送的人工智能相关数据,以及人工智能相关数据对应的终端设备的辅助信息,和/或,人工智能相关数据对应的终端设备的辅助信息的生成时间信息时,可选的,第一设备可以进一步确定和/或补充该人工智能相关数据对应的网络设备的辅助信息。由此,能够更有针对性的对人工智能相关数据进由此行管理。In some embodiments, after the above step 202 (not shown), when the first device receives the artificial intelligence related data sent by the terminal device, and the auxiliary information of the terminal device corresponding to the artificial intelligence related data, and/or the generation time information of the auxiliary information of the terminal device corresponding to the artificial intelligence related data, the first device can optionally further determine and/or supplement the auxiliary information of the network device corresponding to the artificial intelligence related data. In this way, the artificial intelligence related data can be managed more specifically.
(二)实施例2(II) Embodiment 2
在该实施例中,以图3为例,所涉及到的第一设备可以为基站或CU或其它接入网络设备,本申请实施例并不以此作为限制。In this embodiment, taking FIG. 3 as an example, the first device involved may be a base station or a CU or other access network device, but the embodiment of the present application is not limited thereto.
在一些实施例中,该第一信息包括该第一设备当前的网络设备辅助信息,该终端设备根据该第一设备当前的网络设备辅助信息上报人工智能相关数据生成时该人工智能相关数据对应的终端设备辅助信息和/或网络设备辅助信息。In some embodiments, the first information includes the current network device auxiliary information of the first device, and the terminal device reports the terminal device auxiliary information and/or network device auxiliary information corresponding to the artificial intelligence-related data when the artificial intelligence-related data is generated based on the current network device auxiliary information of the first device.
图3是本申请实施例中终端设备和第一设备之间的信息交互的另一示意图,如图3所示,该方法包括:FIG. 3 is another schematic diagram of information interaction between a terminal device and a first device in an embodiment of the present application. As shown in FIG. 3 , the method includes:
301,第一设备向终端设备发送第一设备当前的网络设备辅助信息;301, the first device sends the current network device auxiliary information of the first device to the terminal device;
302,终端设备根据该第一设备当前的网络设备辅助信息上报人工智能相关数据生成时该人工智能相关数据对应的终端设备辅助信息和/或网络设备辅助信息。302. The terminal device reports the terminal device auxiliary information and/or network device auxiliary information corresponding to the artificial intelligence related data when the artificial intelligence related data is generated according to the current network device auxiliary information of the first device.
作为一种可能的实现方式,步骤301中的上述网络设备辅助信息可以通过第一设备发送给终端设备的人工智能相关数据收集请求消息携带,或者,该网络设备辅助信息也可以通过其他消息携带,本申请对此不进行限制;作为一种可能的实现方式,步骤302中的终端设备辅助信息和/或网络设备辅助信息可以通过终端设备上报的人工智能相关数据的消息携带,或者,也可以通过其他消息携带,本申请对此不进行限制。As a possible implementation method, the above-mentioned network device auxiliary information in step 301 can be carried by an artificial intelligence-related data collection request message sent by the first device to the terminal device, or the network device auxiliary information can also be carried by other messages, and the present application does not limit this; as a possible implementation method, the terminal device auxiliary information and/or network device auxiliary information in step 302 can be carried by a message of artificial intelligence-related data reported by the terminal device, or it can also be carried by other messages, and the present application does not limit this.
在一些实施例中,如图3所示,该第一信息还可以包括第一指示信息。第一指示信息的具体内容参实施例1中的描述,此处不做赘述。对应的,在步骤301中发送“第一 设备当前的网络设备辅助信息”和“第一指示信息”(未图示)。In some embodiments, as shown in FIG3 , the first information may also include first indication information. The specific content of the first indication information is described in Example 1 and will not be described here. The device's current network device auxiliary information" and "first indication information" (not shown).
在一些实施例中,在上述步骤301之前(未图示),第一设备还可以获取终端设备人工智能相关数据收集能力信息,例如与实施例1相同,在此不做重复说明。In some embodiments, before the above step 301 (not shown), the first device may also obtain artificial intelligence-related data collection capability information of the terminal device, for example, the same as in Example 1, which will not be repeated here.
在一些实施例中,第一设备能够获取网络设备辅助信息例如与实施例1相同,在此不做重复说明。In some embodiments, the first device is able to obtain network device auxiliary information, for example, the same as in Example 1, and no repeated description is given here.
在一些实施例中,在上述步骤302之后或者在上述步骤302中(未图示),终端设备还发送人工智能相关数据的生成时间信息给第一设备,例如与实施例1相同,在此不做重复说明。In some embodiments, after the above step 302 or in the above step 302 (not shown), the terminal device also sends the generation time information of the artificial intelligence related data to the first device, for example, the same as Example 1, and no repeated description is given here.
(三)实施例3(III) Embodiment 3
在该实施例中,以图4为例,所涉及到的第一设备可以为基站或CU或其它接入网络设备,本申请实施例并不以此作为限制。In this embodiment, taking FIG. 4 as an example, the first device involved may be a base station or a CU or other access network device, but the embodiment of the present application is not limited thereto.
在一些实施例中,该第一信息包括该第一设备需要的终端设备辅助信息。In some embodiments, the first information includes terminal device auxiliary information required by the first device.
在一些实施例中,当该终端设备确定当前的至少一种终端设备辅助信息与该第一设备需要的终端设备辅助信息一致时,该终端设备向所述第一设备上报人工智能相关数据生成时该人工智能相关数据对应的终端设备辅助信息,和/或确认消息,其中,该确认消息用于指示该终端设备确定当前的至少一种终端设备辅助信息与该第一设备需要的终端设备辅助信息一致;和/或,当该终端设备确定当前的至少一种终端设备辅助信息与该第一设备需要的终端设备辅助信息不一致时,该终端设备发送人工智能相关数据收集配置失败消息给该第一设备。In some embodiments, when the terminal device determines that at least one current terminal device auxiliary information is consistent with the terminal device auxiliary information required by the first device, the terminal device reports to the first device the terminal device auxiliary information corresponding to the artificial intelligence-related data when the artificial intelligence-related data is generated, and/or a confirmation message, wherein the confirmation message is used to indicate that the terminal device determines that at least one current terminal device auxiliary information is consistent with the terminal device auxiliary information required by the first device; and/or, when the terminal device determines that at least one current terminal device auxiliary information is inconsistent with the terminal device auxiliary information required by the first device, the terminal device sends an artificial intelligence-related data collection configuration failure message to the first device.
图4是本申请实施例中终端设备和第一设备之间的信息交互的又一示意图,如图4所示,该方法包括:FIG. 4 is another schematic diagram of information interaction between a terminal device and a first device in an embodiment of the present application. As shown in FIG. 4 , the method includes:
401,第一设备向终端设备发送第一设备需要的终端设备辅助信息;401, the first device sends the terminal device auxiliary information required by the first device to the terminal device;
402,终端设备判断该终端设备当前的至少一种终端设备辅助信息与该第一设备需要的终端设备辅助信息是否一致;402, the terminal device determines whether the at least one terminal device auxiliary information currently provided by the terminal device is consistent with the terminal device auxiliary information required by the first device;
可以理解的,步骤403中终端设备是判断终端设备当前的至少一种终端设备辅助信息,是否是和该第一设备需要的终端设备辅助信息是同类型的终端设备辅助信息。例如,第一设备需要的终端设备辅助信息为{low speed,indoor},终端设备侧当前的终端设备辅助信息为{low speed,indoor,LOS},终端设备需要确定第一设备需要的终端设备辅助信息为速度信息和环境信息,因此终端设备仅需判断终端设备当前的速度和/环境信息,与第一设备需要的终端设备辅助信息是否一致。 It can be understood that in step 403, the terminal device determines whether at least one terminal device auxiliary information currently provided by the terminal device is the same type of terminal device auxiliary information as the terminal device auxiliary information required by the first device. For example, the terminal device auxiliary information required by the first device is {low speed, indoor}, and the current terminal device auxiliary information on the terminal device side is {low speed, indoor, LOS}. The terminal device needs to determine that the terminal device auxiliary information required by the first device is speed information and environmental information. Therefore, the terminal device only needs to determine whether the current speed and/or environmental information of the terminal device is consistent with the terminal device auxiliary information required by the first device.
403,当该终端设备确定当前的至少一种终端设备辅助信息与该第一设备需要的终端设备辅助信息一致时,该终端设备向第一设备上报人工智能相关数据生成时该人工智能相关数据对应的终端设备辅助信息;和/或,该终端设备向第一设备发送确认消息,该确认消息用于指示终端设备当前的至少一种终端设备辅助信息与该第一设备需要的终端设备辅助信息一致;403, when the terminal device determines that the current at least one terminal device auxiliary information is consistent with the terminal device auxiliary information required by the first device, the terminal device reports to the first device the terminal device auxiliary information corresponding to the artificial intelligence related data when the artificial intelligence related data is generated; and/or, the terminal device sends a confirmation message to the first device, the confirmation message is used to indicate that the current at least one terminal device auxiliary information of the terminal device is consistent with the terminal device auxiliary information required by the first device;
进一步的,在步骤403之后(未图示),终端设备还可以向第一设备发送人工智能相关数据。Furthermore, after step 403 (not shown), the terminal device may also send artificial intelligence related data to the first device.
例如,仍然以上述第一设备需要的终端设备辅助信息为{low speed,indoor},终端设备侧当前的终端设备辅助信息为{low speed,indoor,LOS}为例,终端设备确定终端设备当前的速度信息{low speed}和第一网络设备需要的终端设备辅助信息中的速度信息{low speed}一致,和/或终端设备确定终端设备当前的环境信息{indoor}和第一网络设备需要的终端设备辅助信息中的环境信息{indoor}一致,终端设备向第一设备上报人工智能相关数据生成时该人工智能相关数据对应的终端设备辅助信息,和/或,向第一设备发送确认消息。For example, still taking the example that the terminal device auxiliary information required by the above-mentioned first device is {low speed, indoor} and the current terminal device auxiliary information on the terminal device side is {low speed, indoor, LOS}, the terminal device determines that the current speed information {low speed} of the terminal device is consistent with the speed information {low speed} in the terminal device auxiliary information required by the first network device, and/or the terminal device determines that the current environment information {indoor} of the terminal device is consistent with the environment information {indoor} in the terminal device auxiliary information required by the first network device, and the terminal device reports the terminal device auxiliary information corresponding to the artificial intelligence related data when the artificial intelligence related data is generated to the first device, and/or sends a confirmation message to the first device.
404,当该终端设备确定当前的至少一种终端设备辅助信息与该第一设备需要的终端设备辅助信息不一致时,该终端设备发送人工智能相关数据收集配置失败消息给该第一设备。404. When the terminal device determines that at least one current terminal device auxiliary information is inconsistent with the terminal device auxiliary information required by the first device, the terminal device sends an artificial intelligence related data collection configuration failure message to the first device.
例如,第一设备需要的终端设备辅助信息为{low speed,indoor},终端设备侧当前的终端设备辅助信息为{serving cell(PCI),LOS},或者{high speed,indoor},终端设备确定第一设备需要的终端设备辅助信息与该第一设备需要的终端设备辅助信息不一致,终端设备发送人工智能相关数据收集配置失败消息给该第一设备。For example, the terminal device auxiliary information required by the first device is {low speed, indoor}, and the current terminal device auxiliary information on the terminal device side is {serving cell (PCI), LOS}, or {high speed, indoor}. The terminal device determines that the terminal device auxiliary information required by the first device is inconsistent with the terminal device auxiliary information required by the first device, and the terminal device sends an artificial intelligence-related data collection configuration failure message to the first device.
作为一种可能的实现方式,步骤401中的需要的终端设备辅助信息可以通过人工智能相关数据收集请求消息携带,或者,该需要的终端设备辅助信息也可以通过其他消息携带,本申请对此不进行限制;作为一种可能的实现方式,步骤403中的终端设备辅助信息的上报方式,可以参考步骤202的描述,此处不再赘述。As a possible implementation method, the required terminal device auxiliary information in step 401 can be carried through an artificial intelligence-related data collection request message, or the required terminal device auxiliary information can also be carried through other messages, and this application does not limit this; as a possible implementation method, the reporting method of the terminal device auxiliary information in step 403 can refer to the description of step 202 and will not be repeated here.
在一些实施例中,当该终端设备确定当前的至少一种终端设备辅助信息与该第一设备需要的终端设备辅助信息一致时,终端设备还可以发送人工智能相关数据收集配置完成消息给第一设备。In some embodiments, when the terminal device determines that at least one current terminal device auxiliary information is consistent with the terminal device auxiliary information required by the first device, the terminal device may also send an artificial intelligence-related data collection configuration completion message to the first device.
在一些实施例中,第一设备能够获取网络设备辅助信息例如与实施例1相同,在此不做重复说明。 In some embodiments, the first device is able to obtain network device auxiliary information, for example, the same as in Example 1, and no repeated description is given here.
在一些实施例中,在上述步骤401之前(未图示),第一设备还能够获取终端设备人工智能相关数据收集能力信息,对应的详细内容可以参见前述实施方式,在此不做重复说明。In some embodiments, before the above step 401 (not shown), the first device can also obtain artificial intelligence-related data collection capability information of the terminal device. The corresponding details can be found in the above implementation method and will not be repeated here.
(四)实施例4(IV) Embodiment 4
在该实施例中,以图5为例,所涉及到的第一设备可以为基站或CU或其它接入网络设备,本申请实施例并不以此作为限制。In this embodiment, taking FIG. 5 as an example, the first device involved may be a base station or a CU or other access network device, but the embodiment of the present application is not limited thereto.
在一些实施例中,该第一信息包括第一请求指示信息,该终端设备根据该第一请求指示信息上报该终端设备当前的终端设备辅助信息。In some embodiments, the first information includes first request indication information, and the terminal device reports the current terminal device auxiliary information of the terminal device according to the first request indication information.
在一些实施例中,该终端设备还接收该第一设备发送的上报配置信息,其中,该上报配置信息用于指示该终端设备的辅助信息上报配置。In some embodiments, the terminal device also receives reporting configuration information sent by the first device, wherein the reporting configuration information is used to indicate the auxiliary information reporting configuration of the terminal device.
在一些实施例中,该上报配置信息包括至少一个终端设备辅助信息的变化上报指示信息,和/或,至少一个终端设备辅助信息的变化门限信息。In some embodiments, the reporting configuration information includes at least one change reporting indication information of the auxiliary information of the terminal device, and/or at least one change threshold information of the auxiliary information of the terminal device.
在一些实施例中,该上报配置信息包括至少一个终端设备辅助信息的变化上报指示信息,和/或,至少一个终端设备辅助信息的变化门限信息。In some embodiments, the reporting configuration information includes at least one change reporting indication information of the auxiliary information of the terminal device, and/or at least one change threshold information of the auxiliary information of the terminal device.
在一些实施例中,在该上报配置信息包括至少一个终端设备辅助信息的变化上报指示信息的情况下,当该终端设备的至少一个该变化上报指示信息对应的终端设备辅助信息更新时,该终端设备向该第一设备发送更新后的该至少一个终端设备辅助信息;和/或,在该上报配置信息包括至少一个终端设备辅助信息的变化门限信息的情况下,当该终端设备的该至少一个终端设备辅助信息的更新满足该门限信息时,该终端设备向该第一设备发送更新后的该至少一个终端设备辅助信息。In some embodiments, when the reported configuration information includes change reporting indication information of at least one terminal device auxiliary information, when at least one terminal device auxiliary information corresponding to the change reporting indication information of the terminal device is updated, the terminal device sends the updated at least one terminal device auxiliary information to the first device; and/or, when the reported configuration information includes change threshold information of at least one terminal device auxiliary information, when the update of the at least one terminal device auxiliary information of the terminal device satisfies the threshold information, the terminal device sends the updated at least one terminal device auxiliary information to the first device.
图5是本申请实施例中终端设备和第一设备之间的信息交互的再一示意图,如图5所示,该方法包括:FIG. 5 is another schematic diagram of information interaction between the terminal device and the first device in an embodiment of the present application. As shown in FIG. 5 , the method includes:
501,第一设备向终端设备发送第一请求指示信息;501, the first device sends first request indication information to the terminal device;
502,终端设备根据该第一请求指示信息上报该终端设备当前的终端设备辅助信息;502, the terminal device reports the current terminal device auxiliary information of the terminal device according to the first request indication information;
503,第一设备确定请求终端设备执行人工智能相关数据收集;503, the first device determines to request the terminal device to perform artificial intelligence related data collection;
504,终端设备向第一设备发送收集的人工智能相关数据。504. The terminal device sends the collected artificial intelligence related data to the first device.
作为一种可能的实现方式,“第一请求指示信息”可以通过人工智能相关数据收集请求消息携带,或者,该“第一请求指示信息”也可以通过其他消息携带,本申请对此不进行限制。As a possible implementation method, the "first request indication information" can be carried by an artificial intelligence-related data collection request message, or the "first request indication information" can also be carried by other messages, and this application does not limit this.
在一些实施例中,在上述步骤501之前或之后(未图示),本申请实施例还可以包 括:终端设备接收该第一设备发送的上报配置信息,其中,该上报配置信息用于指示该终端设备的辅助信息上报配置。在一些可能的实现方式中,该上报配置信息包括至少一个终端设备辅助信息的变化上报指示信息,和/或,至少一个终端设备辅助信息的变化门限信息。In some embodiments, before or after the above step 501 (not shown), the embodiment of the present application may also include The invention relates to a method for transmitting the auxiliary information of the terminal device to the user. The method comprises: receiving the reporting configuration information sent by the first device by the terminal device, wherein the reporting configuration information is used to indicate the auxiliary information reporting configuration of the terminal device. In some possible implementations, the reporting configuration information includes at least one terminal device auxiliary information change reporting indication information and/or at least one terminal device auxiliary information change threshold information.
在一些可能的实现方式中,在该上报配置信息包括至少一个终端设备辅助信息的变化上报指示信息的情况下,当该终端设备的至少一个该变化上报指示信息对应的终端设备辅助信息更新时,该终端设备向该第一设备发送更新后的该至少一个终端设备辅助信息;和/或,在该上报配置信息包括至少一个终端设备辅助信息的变化门限信息的情况下,当该终端设备的该至少一个终端设备辅助信息的更新满足该门限信息时,该终端设备向该第一设备发送更新后的该至少一个终端设备辅助信息。In some possible implementations, when the reported configuration information includes change reporting indication information of at least one terminal device auxiliary information, when at least one terminal device auxiliary information corresponding to the change reporting indication information of the terminal device is updated, the terminal device sends the updated at least one terminal device auxiliary information to the first device; and/or, when the reported configuration information includes change threshold information of at least one terminal device auxiliary information, when the update of the at least one terminal device auxiliary information of the terminal device satisfies the threshold information, the terminal device sends the updated at least one terminal device auxiliary information to the first device.
例如,以上报配置信息包括至少一个终端设备辅助信息的变化上报指示信息为例,其中该终端设备辅助信息为环境信息,环境信息可以为室内(indoor)/室外(outdoor)。若终端设备接收到上述环境信息变化上报指示信息,当终端设备的环境信息在室内(indoor)/室外(outdoor)之间发生了变化时,终端设备向第一设备上报更新后的终端设备(UE)辅助信息,即更新后的环境信息。作为一种可能的实现方式,上报配置信息可以为信息元(IE):“Reportingtriggering”,并设置为“environmentchange”,若终端设备当前的环境信息为indoor,当终端设备的环境信息变为outdoor,终端设备向第一设备发送新的终端设备辅助信息,该终端设备辅助信息包括用于指示终端设备的环境信息发生改变的指示信息,后者包括outdoor;若终端设备的环境信息变为indoor,终端设备向第一设备发送新的终端设备辅助信息,该终端设备辅助信息包括用于指示终端设备的环境信息发生改变的指示信息,后者包括indoor。For example, the reported configuration information includes at least one terminal device auxiliary information change reporting indication information as an example, wherein the terminal device auxiliary information is environmental information, and the environmental information can be indoor (indoor)/outdoor (outdoor). If the terminal device receives the above environmental information change reporting indication information, when the environmental information of the terminal device changes between indoor (indoor)/outdoor (outdoor), the terminal device reports the updated terminal device (UE) auxiliary information, that is, the updated environmental information, to the first device. As a possible implementation method, the reported configuration information can be an information element (IE): "Reporting triggering", and is set to "environment change". If the current environmental information of the terminal device is indoor, when the environmental information of the terminal device changes to outdoor, the terminal device sends new terminal device auxiliary information to the first device, and the terminal device auxiliary information includes indication information for indicating that the environmental information of the terminal device has changed, and the latter includes outdoor; if the environmental information of the terminal device changes to indoor, the terminal device sends new terminal device auxiliary information to the first device, and the terminal device auxiliary information includes indication information for indicating that the environmental information of the terminal device has changed, and the latter includes indoor.
在一些可能的实现方式,一个终端设备辅助信息可能与一个终端设备辅助信息的变化门限信息对应,例如,预定义终端设备辅助信息对应的终端设备辅助信息的变化门限信息。In some possible implementations, a piece of terminal device auxiliary information may correspond to a piece of change threshold information of the terminal device auxiliary information, for example, the change threshold information of the terminal device auxiliary information corresponding to the predefined terminal device auxiliary information.
在一些可能的实现方式,至少一个终端设备辅助信息的更新满足该门限信息包括:至少一个终端设备辅助信息的变化大于或大于等于该终端设备辅助信息对应的门限,或者,至少一个终端设备辅助信息的变化等于该终端设备辅助信息对应的门限,或者至少一个终端设备辅助信息的变化小于或小于等于该终端设备辅助信息对应的门限等,本申请对此不进行限制。In some possible implementations, the update of at least one terminal device auxiliary information satisfies the threshold information, including: the change of at least one terminal device auxiliary information is greater than or greater than or equal to the threshold corresponding to the terminal device auxiliary information, or, the change of at least one terminal device auxiliary information is equal to the threshold corresponding to the terminal device auxiliary information, or, the change of at least one terminal device auxiliary information is less than or less than or equal to the threshold corresponding to the terminal device auxiliary information, etc. The present application does not impose any restrictions on this.
例如,以上报配置信息包括至少一个终端设备辅助信息的变化门限信息为例,其中 该终端设备辅助信息为速度信息,速度信息可以为高速(>10KM/H)/低速(≤10KM/H),以及速度信息的门限值为10KM/H,其对应的门限信息例如通过门限索引“threshold 20”表示,当终端设备的速度信息在高速(>10KM/H)/低速(≤10KM/H)之间发生了变化时,满足该门限信息“threshold 20”时,终端设备向第一设备上报更新后的终端设备(UE)辅助信息,即更新后的速度信息。作为一种可能的实现方式,上报配置信息可以为信息元(IE):“Reportingtriggering”,并设置为“speed change threshold 20”,若终端设备当前的速度信息为高速(>10KM/H),当终端设备的速度信息变为低速(≤10KM/H),满足该门限信息,终端设备向第一设备发送新的终端设备辅助信息,该终端设备辅助信息包括用于指示终端设备的速度信息发生改变的指示信息,例如指示低速(≤10KM/H);若终端设备当前的速度信息为低速(≤10KM/H),当终端设备的速度信息变为高速(>10KM/H),满足该门限信息,终端设备向第一设备发送新的终端设备辅助信息,该终端设备辅助信息包括用于指示终端设备的速度信息发生改变的指示信息,例如指示低速(>10KM/H)。For example, taking the reported configuration information including at least one terminal device auxiliary information change threshold information as an example, wherein The terminal device auxiliary information is speed information, and the speed information can be high speed (>10KM/H)/low speed (≤10KM/H), and the threshold value of the speed information is 10KM/H. The corresponding threshold information is represented by the threshold index "threshold 20". When the speed information of the terminal device changes between high speed (>10KM/H)/low speed (≤10KM/H), when the threshold information "threshold 20" is met, the terminal device reports the updated terminal device (UE) auxiliary information to the first device, that is, the updated speed information. As a possible implementation method, the reporting configuration information can be an information element (IE): "Reportingtriggering" and set to "speed change threshold 20". If the current speed information of the terminal device is high speed (>10KM/H), when the speed information of the terminal device becomes low speed (≤10KM/H), the threshold information is met, and the terminal device sends new terminal device auxiliary information to the first device, and the terminal device auxiliary information includes indication information for indicating that the speed information of the terminal device has changed, for example, indicating low speed (≤10KM/H); if the current speed information of the terminal device is low speed (≤10KM/H), when the speed information of the terminal device becomes high speed (>10KM/H), the threshold information is met, and the terminal device sends new terminal device auxiliary information to the first device, and the terminal device auxiliary information includes indication information for indicating that the speed information of the terminal device has changed, for example, indicating low speed (>10KM/H).
在一些实施例中,第一设备能够获取网络设备辅助信息,例如与实施例1相同,在此不做重复说明。In some embodiments, the first device is capable of acquiring network device auxiliary information, for example, the same as in Embodiment 1, and no repetitive description is given here.
在一些实施例中,在上述步骤504之后,第一设备能够确定和/或补充收集的人工智能相关数据对应的终端设备辅助信息和/或网络设备辅助信息。In some embodiments, after the above step 504, the first device can determine and/or supplement the terminal device auxiliary information and/or network device auxiliary information corresponding to the collected artificial intelligence-related data.
以上各个实施例仅对本申请实施例的方法进行了示例性说明,但本申请不限于此,还可以在以上各个实施例的基础上进行适当的变型。例如,可以单独使用上述各个实施例,也可以将以上各个实施例中的一种或多种结合起来。The above embodiments are merely exemplary of the methods of the embodiments of the present application, but the present application is not limited thereto, and appropriate modifications may be made based on the above embodiments. For example, the above embodiments may be used alone, or one or more of the above embodiments may be combined.
根据上述实施例,终端设备根据第一设备发送的第一信息向第一设备发送终端设备辅助信息和/或网络设备辅助信息,使得第一设备可以根据各辅助信息对接收到的人工智能相关数据进行更好的归类,从而训练出更有针对性的模型;以及第一设备可以根据各辅助信息确定训练后的模型的适用信息,使得模型尽可能的部署在适用信息指示的配置和/或环境下,从而获得更好的模型推理性能。According to the above embodiment, the terminal device sends terminal device auxiliary information and/or network device auxiliary information to the first device based on the first information sent by the first device, so that the first device can better classify the received artificial intelligence-related data according to the auxiliary information, thereby training a more targeted model; and the first device can determine the applicable information of the trained model based on the auxiliary information, so that the model can be deployed in the configuration and/or environment indicated by the applicable information as much as possible, thereby obtaining better model reasoning performance.
第二方面的实施例Embodiments of the second aspect
本申请实施例提供一种信息收发方法,从第二设备的一侧进行说明,与第一方面的实施例内容相同之处不再重复说明;本申请“第二方面的实施例”可以与“第一方面的实施例”结合实施,也可以单独实施。 The embodiment of the present application provides a method for sending and receiving information, which is described from the side of the second device, and the contents that are the same as the embodiment of the first aspect will not be repeated; the "embodiment of the second aspect" of the present application can be implemented in combination with the "embodiment of the first aspect" or can be implemented separately.
图6是本申请实施例的信息收发方法的一示意图,如图6所示,该方法包括:FIG6 is a schematic diagram of a method for sending and receiving information according to an embodiment of the present application. As shown in FIG6 , the method includes:
601,第二设备向第一设备发送第二信息;601, the second device sends second information to the first device;
602,该第二设备接收该第一设备根据该第二信息发送的终端设备辅助信息和/或网络设备辅助信息。602. The second device receives the terminal device auxiliary information and/or the network device auxiliary information sent by the first device according to the second information.
根据上述实施例,第二设备能够接收第一设备发送的终端设备辅助信息和/或网络设备辅助信息。According to the above embodiment, the second device is capable of receiving the terminal device auxiliary information and/or the network device auxiliary information sent by the first device.
在一些实施例中,“终端设备辅助信息和/或网络设备辅助信息”的描述参考第一方面的实施例的相关描述,此处不再赘述。In some embodiments, the description of "terminal device auxiliary information and/or network device auxiliary information" refers to the relevant description of the embodiment of the first aspect and will not be repeated here.
在一些实施例中,“第一设备”的描述参考第一方面的实施例的相关描述,此处不再赘述,例如,该“第一设备”可以与第一方面的实施例中的“第一设备”相同,可选的,该“第一设备”也可以与第一方面的实施例中的“第一设备”不相同。In some embodiments, the description of the "first device" refers to the relevant description of the embodiment of the first aspect and is not repeated here. For example, the "first device" may be the same as the "first device" in the embodiment of the first aspect. Optionally, the "first device" may also be different from the "first device" in the embodiment of the first aspect.
在一些实施例中,“第二设备”可以是核心网设备,例如是OAM,可选的,“第二设备”也可以是其它接入网设备,接入网设备管理设备,或者OTT server等,本申请对此不进行限制。In some embodiments, the "second device" may be a core network device, such as an OAM. Optionally, the "second device" may also be other access network devices, access network device management devices, or OTT servers, etc. This application does not impose any restrictions on this.
在一些实施例中,该第二设备还可以发送人工智能相关数据收集激活信息给第一设备。In some embodiments, the second device may also send artificial intelligence related data collection activation information to the first device.
例如,该第二设备可以通过多条信令分别发送人工智能相关数据收集激活信息和第二信息给第一设备,或者,该第二设备可以通过一条信令将人工智能相关数据收集激活信息和第二信息发送给第一设备。For example, the second device may send the artificial intelligence-related data collection activation information and the second information to the first device through multiple signalings, or the second device may send the artificial intelligence-related data collection activation information and the second information to the first device through one signaling.
在一些实施例中,该方法包括:In some embodiments, the method comprises:
603,该第二设备接收该第一设备发送的收集的人工智能相关数据。603. The second device receives the collected artificial intelligence related data sent by the first device.
第二设备接收的该人工智能相关数据可以是终端设备的人工智能相关数据,和/或,第一设备的人工智能相关数据。The artificial intelligence-related data received by the second device may be artificial intelligence-related data of the terminal device and/or artificial intelligence-related data of the first device.
可以理解的,图6仅为示例性说明,该步骤603为可选步骤,步骤603可以执行,也可以不执行,本申请实施例并不以此作为限制。It can be understood that FIG. 6 is only an exemplary illustration, and step 603 is an optional step. Step 603 may be executed or not executed, and the embodiments of the present application are not limited thereto.
作为一种可能的实现方式,在第二设备接收的该人工智能相关数据是终端设备的人工智能相关数据的情况下,第一设备需要配置终端设备进行步骤601中的终端设备辅助信息和/或网络设备辅助信息对应的数据上报;作为一种可能的实现方式,第一设备收集终端设备的人工智能相关数据对应的终端设备辅助信息和/或网络设备辅助信息的机制可以参考“第一方面的实施例”中的方式,此处不再赘述。 As a possible implementation method, when the artificial intelligence-related data received by the second device is the artificial intelligence-related data of the terminal device, the first device needs to configure the terminal device to report the data corresponding to the terminal device auxiliary information and/or the network device auxiliary information in step 601; as a possible implementation method, the mechanism for the first device to collect the terminal device auxiliary information and/or the network device auxiliary information corresponding to the artificial intelligence-related data of the terminal device can refer to the method in the "Implementation example of the first aspect", which will not be repeated here.
在一些实施例中,在第二设备接收的人工智能相关数据是第一设备的人工智能相关数据的情况下,第一设备向第二设备发送第一设备的人工智能相关数据,以及第一设备的人工智能相关数据对应的终端设备辅助信息和/或网络设备辅助信息。In some embodiments, when the artificial intelligence-related data received by the second device is the artificial intelligence-related data of the first device, the first device sends the artificial intelligence-related data of the first device to the second device, as well as terminal device auxiliary information and/or network device auxiliary information corresponding to the artificial intelligence-related data of the first device.
在一些实施例中,该第一设备接收终端设备或者除该第一设备之外的其他接入网设备或者核心网设备或者OAM或者OTT服务器或者接入网设备管理设备发送的终端设备人工智能相关数据收集能力信息,该人工智能相关数据收集能力信息用于指示终端设备支持的人工智能相关数据收集能力,对应的,该第一设备存储该终端设备人工智能相关数据收集能力信息;“人工智能相关数据收集能力信息”可以参考“第一方面的实施例”中的方相关内容,此处不再赘述;和/或,该第一设备接收终端设备或者除该第一设备之外的其他接入网设备或者核心网设备或者OAM或者OTT服务器或者接入网设备管理设备发送的终端设备人工智能相关数据收集权限信息,该人工智能相关数据收集权限信息用于指示终端设备是否愿意执行人工智能相关数据收集,和/或,用于指示终端设备愿意执行人工智能相关数据收集的区域信息对应的,该第一设备存储该终端设备人工智能相关数据收集权限信息。In some embodiments, the first device receives artificial intelligence-related data collection capability information of the terminal device sent by the terminal device or other access network devices or core network devices or OAM or OTT servers or access network device management devices other than the first device, and the artificial intelligence-related data collection capability information is used to indicate the artificial intelligence-related data collection capability supported by the terminal device. Correspondingly, the first device stores the artificial intelligence-related data collection capability information of the terminal device; "artificial intelligence-related data collection capability information" can refer to the relevant content in the "embodiment of the first aspect", which will not be repeated here; and/or, the first device receives artificial intelligence-related data collection permission information of the terminal device sent by the terminal device or other access network devices or core network devices or OAM or OTT servers or access network device management devices other than the first device, and the artificial intelligence-related data collection permission information is used to indicate whether the terminal device is willing to perform artificial intelligence-related data collection, and/or, corresponding to the regional information used to indicate that the terminal device is willing to perform artificial intelligence-related data collection, the first device stores the artificial intelligence-related data collection permission information of the terminal device.
作为一个示例,该“人工智能相关数据收集权限信息”可以通过1比特的信元表示。在包括该信元时,表示终端设备愿意执行人工智能相关数据收集;和/或,在不包括该信元时,表示终端设备不愿意执行人工智能相关数据收集。或者,在该信元的比特值为第一值时,表示终端设备愿意执行人工智能相关数据收集,和/或,在比特值为第二值时,表示终端设备愿意执行人工智能相关数据收集。作为一个示例,该第一值可以为1,该第二值可以为0;或者,该第一值可以为0,该第二值可以为1,本申请实施例并不以此作为限制;或者,该“人工智能相关数据收集权限信息”可以通过多比特的信元表示,在包括该信元时,表示用于指示终端设备愿意执行人工智能相关数据收集的区域信息,在不包括该信元时,表示终端设备不愿意执行人工智能相关数据收集。As an example, the "artificial intelligence related data collection permission information" can be represented by a 1-bit information element. When the information element is included, it indicates that the terminal device is willing to perform artificial intelligence related data collection; and/or, when the information element is not included, it indicates that the terminal device is unwilling to perform artificial intelligence related data collection. Alternatively, when the bit value of the information element is a first value, it indicates that the terminal device is willing to perform artificial intelligence related data collection, and/or, when the bit value is a second value, it indicates that the terminal device is willing to perform artificial intelligence related data collection. As an example, the first value can be 1 and the second value can be 0; or, the first value can be 0 and the second value can be 1, and the embodiments of the present application are not limited to this; or, the "artificial intelligence related data collection permission information" can be represented by a multi-bit information element, when the information element is included, it indicates the regional information used to indicate that the terminal device is willing to perform artificial intelligence related data collection, and when the information element is not included, it indicates that the terminal device is unwilling to perform artificial intelligence related data collection.
在一些实施例中,第一设备根据该第二信息、该人工智能相关数据收集能力信息、该人工智能相关数据收集权限信息中的至少一个配置终端设备执行人工智能相关的数据收集。后述将结合第二信息的具体内容对“配置终端设备执行人工智能相关的数据收集”,例如下述步骤704、步骤804中的相关内容。In some embodiments, the first device configures the terminal device to perform artificial intelligence-related data collection according to at least one of the second information, the artificial intelligence-related data collection capability information, and the artificial intelligence-related data collection permission information. The following description will combine the specific content of the second information to "configure the terminal device to perform artificial intelligence-related data collection", such as the relevant content in the following steps 704 and 804.
以下结合具体实施例对本申请的“第二信息”以及第一设备和第二设备之间的交互等内容进行详细说明:The following describes in detail the "second information" of the present application and the interaction between the first device and the second device in conjunction with specific embodiments:
(五)实施例5 (V) Embodiment 5
在该实施例中,以图7为例,所涉及到的第一设备可以为基站或CU或其它接入网络设备,所涉及到的第二设备可以为OAM、OTT server,接入网设备管理设备等的至少一种,本申请实施例并不以此作为限制。In this embodiment, taking Figure 7 as an example, the first device involved may be a base station or a CU or other access network device, and the second device involved may be at least one of an OAM, an OTT server, an access network device management device, etc. The embodiment of the present application is not limited to this.
在一些实施例中,该第二信息包括第二指示信息,该第二指示信息请求该第一设备上报收集的人工智能相关数据对应的终端设备辅助信息和/或网络设备辅助信息。In some embodiments, the second information includes second indication information, which requests the first device to report terminal device auxiliary information and/or network device auxiliary information corresponding to the collected artificial intelligence-related data.
图7是本申请实施例中第一设备和第二设备之间的信息交互的一示意图,如图7所示,该方法包括:FIG. 7 is a schematic diagram of information interaction between a first device and a second device in an embodiment of the present application. As shown in FIG. 7 , the method includes:
701,第一设备接收AMF实体发送的终端设备人工智能相关数据收集能力信息,和/或,终端设备人工智能相关数据收集权限信息;701, the first device receives the terminal device artificial intelligence related data collection capability information and/or the terminal device artificial intelligence related data collection permission information sent by the AMF entity;
702,该第一设备存储该终端设备人工智能相关数据收集能力信息,和/或,该终端设备人工智能相关数据收集权限信息;702, the first device stores the artificial intelligence related data collection capability information of the terminal device and/or the artificial intelligence related data collection permission information of the terminal device;
703,第二设备向第一设备发送第二指示信息;703, the second device sends second indication information to the first device;
可选的,在步骤703中还可以发送人工智能相关数据收集激活信息。Optionally, in step 703, artificial intelligence related data collection activation information may also be sent.
可选的,该方法还可以包括:704,第一设备配置终端设备执行上述人工智能相关的数据收集;Optionally, the method may further include: 704, the first device configures the terminal device to perform the above-mentioned artificial intelligence-related data collection;
作为一种实现方式,在步骤704中,第一设备根据第二指示信息以及“存储的该终端设备人工智能相关数据收集能力信息,和/或,该终端设备人工智能相关数据收集权限信息”选择终端设备并配置终端设备执行上述人工智能相关的数据收集。As an implementation method, in step 704, the first device selects a terminal device and configures the terminal device to perform the above-mentioned artificial intelligence-related data collection based on the second indication information and "the stored artificial intelligence-related data collection capability information of the terminal device, and/or, the artificial intelligence-related data collection permission information of the terminal device".
作为一种可能的实现方式,第一设备和终端设备之间的“终端设备辅助信息”的交互和“人工智能相关的数据收集”等请参考“第一方面的实施例”中的相关内容。例如,通过“第一方面的实施例”中的“实施例1”至“实施例4”的至少一个实施例,第一设备获取终端设备上报的人工智能相关数据,该数据对应的终端设备辅助信息和/或网络设备辅助信息,进而将该人工智能相关数据对应的终端设备辅助信息和/或网络设备辅助信息在后续步骤705中发送给第二设备。As a possible implementation, please refer to the relevant content in the "Implementation of the First Aspect" for the interaction of "terminal device auxiliary information" and "artificial intelligence related data collection" between the first device and the terminal device. For example, through at least one of "Implementation 1" to "Implementation 4" in the "Implementation of the First Aspect", the first device obtains artificial intelligence related data reported by the terminal device, the terminal device auxiliary information and/or network device auxiliary information corresponding to the data, and then sends the terminal device auxiliary information and/or network device auxiliary information corresponding to the artificial intelligence related data to the second device in the subsequent step 705.
705,该第二设备接收该第一设备根据该第二信息发送的终端设备辅助信息和/或网络设备辅助信息,和/或,该第二设备还可以接收该第一设备发送的收集的人工智能相关数据。705, the second device receives the terminal device auxiliary information and/or network device auxiliary information sent by the first device according to the second information, and/or, the second device can also receive the collected artificial intelligence related data sent by the first device.
(六)实施例6(Six) Embodiment 6
在该实施例中,以图8为例,所涉及到的第一设备可以为基站或CU或其它接入网络设备,所涉及到的第二设备可以为OAM,OTT server,接入网设备管理设备等的至少 一种,本申请实施例并不以此作为限制。In this embodiment, taking FIG. 8 as an example, the first device involved may be a base station or a CU or other access network device, and the second device involved may be at least one of an OAM, an OTT server, an access network device management device, etc. One, the embodiments of the present application are not limited thereto.
在一些实施例中,该第二信息包括该第二设备需要的终端设备辅助信息和/或网络设备辅助信息。In some embodiments, the second information includes terminal device auxiliary information and/or network device auxiliary information required by the second device.
在一些实施例中,该第二信息还包括有效时间信息,用于指示上述需要的终端设备辅助信息和/或网络设备辅助信息的有效时间。In some embodiments, the second information also includes effective time information, which is used to indicate the effective time of the terminal device auxiliary information and/or network device auxiliary information required as described above.
在一些实施例中,在该第二信息包括该第二设备需要的网络设备辅助信息的情况下,当该第一设备确定当前的至少一种网络设备辅助信息与该第二设备需要的网络设备辅助信息一致时,该第一设备确定收集该网络设备辅助信息对应的人工智能相关数据;或者,在该第二信息包括该第二设备需要的终端设备辅助信息和网络设备辅助信息的情况下,当该第一设备确定当前的至少一种网络设备辅助信息与该第二设备需要的网络设备辅助信息一致时,该第一设备确定收集该终端设备辅助信息和该网络设备辅助信息对应的人工智能相关数据。In some embodiments, when the second information includes network device auxiliary information required by the second device, when the first device determines that at least one current network device auxiliary information is consistent with the network device auxiliary information required by the second device, the first device determines to collect artificial intelligence-related data corresponding to the network device auxiliary information; or, when the second information includes terminal device auxiliary information and network device auxiliary information required by the second device, when the first device determines that at least one current network device auxiliary information is consistent with the network device auxiliary information required by the second device, the first device determines to collect artificial intelligence-related data corresponding to the terminal device auxiliary information and the network device auxiliary information.
图8是本申请实施例中第一设备和第二设备之间的信息交互的另一示意图,如图8所示,该方法包括:FIG8 is another schematic diagram of information interaction between the first device and the second device in an embodiment of the present application. As shown in FIG8 , the method includes:
801,第一设备接收AMF实体发送的终端设备人工智能相关数据收集能力信息,和/或,终端设备人工智能相关数据收集权限信息;801, the first device receives the terminal device artificial intelligence related data collection capability information and/or the terminal device artificial intelligence related data collection permission information sent by the AMF entity;
802,该第一设备存储该终端设备人工智能相关数据收集能力信息,和/或,该终端设备人工智能相关数据收集权限信息;802, the first device stores the artificial intelligence related data collection capability information of the terminal device and/or the artificial intelligence related data collection permission information of the terminal device;
803,第二设备向第一设备发送需要的终端设备辅助信息和/或网络设备辅助信息;803, the second device sends required terminal device auxiliary information and/or network device auxiliary information to the first device;
可选的,在步骤803中还可以发送人工智能相关数据收集激活信息。Optionally, in step 803, artificial intelligence related data collection activation information may also be sent.
可选的,该方法还可以包括:804,第一设备配置终端设备执行上述人工智能相关的数据收集;Optionally, the method may further include: 804, the first device configures the terminal device to perform the above-mentioned artificial intelligence-related data collection;
例如,在该第二信息包括该第二设备需要的网络设备辅助信息的情况下,当该第一设备确定当前的至少一种网络设备辅助信息与该第二设备需要的网络设备辅助信息一致时,该第一设备确定收集该网络设备辅助信息对应的人工智能相关数据;或者,在该第二信息包括该第二设备需要的终端设备辅助信息和网络设备辅助信息的情况下,当该第一设备确定当前的至少一种网络设备辅助信息与该第二设备需要的网络设备辅助信息一致时,该第一设备确定收集该终端设备辅助信息和该网络设备辅助信息对应的人工智能相关数据。“该第一设备如何确定收集该网络设备辅助信息对应的人工智能相关数据”或者“该第一设备如何确定收集该终端设备辅助信息和该网络设备辅助信息对应的 人工智能相关数据”可以参见“第一方面的实施例”以及上述“704”中的相关内容,此处不再赘述;For example, in the case where the second information includes network device auxiliary information required by the second device, when the first device determines that at least one current network device auxiliary information is consistent with the network device auxiliary information required by the second device, the first device determines to collect artificial intelligence-related data corresponding to the network device auxiliary information; or, in the case where the second information includes terminal device auxiliary information and network device auxiliary information required by the second device, when the first device determines that at least one current network device auxiliary information is consistent with the network device auxiliary information required by the second device, the first device determines to collect artificial intelligence-related data corresponding to the terminal device auxiliary information and the network device auxiliary information. "How does the first device determine to collect artificial intelligence-related data corresponding to the network device auxiliary information" or "How does the first device determine to collect artificial intelligence-related data corresponding to the terminal device auxiliary information and the network device auxiliary information For the “artificial intelligence related data”, please refer to the “embodiment of the first aspect” and the relevant content in the above “704”, which will not be repeated here;
作为一种可能的实现方式,第一设备和终端设备之间的“终端设备辅助信息”的交互和“人工智能相关的数据收集”等请参考“第一方面的实施例”中的相关内容。例如,对于“第一方面的实施例”中的“实施例1”至“实施例3”,第一设备请求终端设备上报“终端设备辅助信息”以及收集终端设备人工智能相关数据,进而当第一设备确定终端设备上报的至少一种“终端设备辅助信息”与第二设备指示的“需要收集终端设备人工智能相关数据对应的终端设备辅助信息”对应的情况下,第一设备确定对应的人工智能相关数据可以发送给第二设备(比如,后续步骤805)。可选的,第一设备还可以发送该数据对应的终端设备辅助信息和/或网络设备辅助信息(比如,后续步骤805)。又例如,对于“第一方面的实施例”中的“实施例4”,第一设备接收终端设备上报“终端设备辅助信息”,第一设备确定终端设备上报的至少一种“终端设备辅助信息”与第二设备指示的“需要收集终端设备人工智能相关数据对应的终端设备辅助信息”对应的情况下,第一设备配置终端设备收集该终端设备的人工智能相关数据,进而将该终端设备收集的人工智能相关数据在后续805中发送给第二设备。可选的,第一设备还可以发送该数据对应的终端设备辅助信息和/或网络设备辅助信息(比如,后续步骤805)。As a possible implementation method, please refer to the relevant content in the "Implementation of the First Aspect" for the interaction of "terminal device auxiliary information" and "artificial intelligence-related data collection" between the first device and the terminal device. For example, for "Implementation 1" to "Implementation 3" in the "Implementation of the First Aspect", the first device requests the terminal device to report "terminal device auxiliary information" and collect terminal device artificial intelligence-related data. Then, when the first device determines that at least one "terminal device auxiliary information" reported by the terminal device corresponds to the "terminal device auxiliary information corresponding to the terminal device artificial intelligence-related data that needs to be collected" indicated by the second device, the first device determines that the corresponding artificial intelligence-related data can be sent to the second device (for example, subsequent step 805). Optionally, the first device can also send the terminal device auxiliary information and/or network device auxiliary information corresponding to the data (for example, subsequent step 805). For another example, for "Example 4" in "Example of the first aspect", when the first device receives "terminal device auxiliary information" reported by the terminal device, and the first device determines that at least one "terminal device auxiliary information" reported by the terminal device corresponds to "terminal device auxiliary information corresponding to the terminal device artificial intelligence related data that needs to be collected" indicated by the second device, the first device configures the terminal device to collect the artificial intelligence related data of the terminal device, and then sends the artificial intelligence related data collected by the terminal device to the second device in the subsequent 805. Optionally, the first device may also send the terminal device auxiliary information and/or network device auxiliary information corresponding to the data (for example, the subsequent step 805).
可选的,当该第一设备确定当前的至少一种网络设备辅助信息与该第二设备需要的网络设备辅助信息不一致时,第一设备可以向第二设备反馈人工智能相关数据收集失败信息。Optionally, when the first device determines that at least one current network device auxiliary information is inconsistent with the network device auxiliary information required by the second device, the first device may feedback artificial intelligence-related data collection failure information to the second device.
进一步的,若第二信息包括有效时间信息,该第一设备可以确认在该有效时间信息指示的有效时间内,或者该有效时间信息对应的定时器运行时间内,该第一设备的网络设备辅助信息是否和第二设备需要的网络设备辅助信息一致。当该第一设备确定当前的至少一种网络设备辅助信息与该第二设备需要的网络设备辅助信息一致时,第一设备执行对应的人工智能相关的数据收集,可以参见“第一方面的实施例”中的相关内容,此处不再赘述;当该有效时间信息指示的时间结束后,或者该有效时间信息对应的定时器超期,该第一设备确定其至少一种网络设备辅助信息与该第二设备需要的网络设备辅助信息不一致,第一设备可以向第二设备反馈人工智能相关数据收集失败信息。Furthermore, if the second information includes effective time information, the first device can confirm whether the network device auxiliary information of the first device is consistent with the network device auxiliary information required by the second device within the effective time indicated by the effective time information or the timer running time corresponding to the effective time information. When the first device determines that the current at least one network device auxiliary information is consistent with the network device auxiliary information required by the second device, the first device performs the corresponding artificial intelligence-related data collection, which can be found in the "Implementation of the First Aspect", and will not be repeated here; when the time indicated by the effective time information ends, or the timer corresponding to the effective time information expires, the first device determines that its at least one network device auxiliary information is inconsistent with the network device auxiliary information required by the second device, and the first device can feedback artificial intelligence-related data collection failure information to the second device.
805,该第二设备接收该第一设备根据该第二信息发送的终端设备辅助信息和/或网络设备辅助信息,和/或,该第二设备还可以接收该第一设备发送的收集的人工智能相关数据。 805, the second device receives the terminal device auxiliary information and/or network device auxiliary information sent by the first device according to the second information, and/or, the second device can also receive the collected artificial intelligence related data sent by the first device.
以上各个实施例仅对本申请实施例的方法进行了示例性说明,但本申请不限于此,还可以在以上各个实施例的基础上进行适当的变型。例如,可以单独使用上述各个实施例,也可以将以上各个实施例中的一种或多种结合起来。The above embodiments are merely exemplary of the methods of the embodiments of the present application, but the present application is not limited thereto, and appropriate modifications may be made based on the above embodiments. For example, the above embodiments may be used alone, or one or more of the above embodiments may be combined.
根据上述实施例,第二设备能够接收第一设备发送的终端设备辅助信息和/或网络设备辅助信息。According to the above embodiment, the second device is capable of receiving the terminal device auxiliary information and/or the network device auxiliary information sent by the first device.
第三方面的实施例Embodiments of the third aspect
本申请实施例提供一种信息收发方法,从第一网络设备的一侧进行说明,该方法解决问题的原理与第一方面的实施例、第二方面的实施例相同之处不再重复说明。An embodiment of the present application provides a method for sending and receiving information, which is described from the side of a first network device. The principle of solving the problem by the method is the same as that of the embodiment of the first aspect and the embodiment of the second aspect, and the description will not be repeated.
图9是本申请实施例的信息收发方法的一示意图,如图9所示,该方法包括:FIG. 9 is a schematic diagram of a method for sending and receiving information according to an embodiment of the present application. As shown in FIG. 9 , the method includes:
901:第一设备向终端设备发送第一信息;901: The first device sends first information to the terminal device;
902:该第一设备接收该终端设备根据该第一信息上报的终端设备辅助信息和/或网络设备辅助信息。902: The first device receives terminal device auxiliary information and/or network device auxiliary information reported by the terminal device based on the first information.
根据上述实施例,终端设备根据第一设备发送的第一信息向第一设备发送终端设备辅助信息和/或网络设备辅助信息,使得第一设备可以根据各辅助信息对接收到的人工智能相关数据进行更好的归类,从而训练出更有针对性的模型;以及第一设备可以根据各辅助信息限定训练后的模型的适用信息,使得模型可以在适用信息指示的环境下获得更好的模型推理性能。According to the above embodiment, the terminal device sends terminal device auxiliary information and/or network device auxiliary information to the first device based on the first information sent by the first device, so that the first device can better classify the received artificial intelligence-related data according to the auxiliary information, thereby training a more targeted model; and the first device can limit the applicable information of the trained model according to the auxiliary information, so that the model can obtain better model reasoning performance in the environment indicated by the applicable information.
在一些实施例中,该第一信息包括如下信息的至少一种:第一指示信息;该第一设备当前的网络设备辅助信息;该第一设备需要的终端设备辅助信息;以及第一请求指示信息。In some embodiments, the first information includes at least one of the following information: first indication information; current network device auxiliary information of the first device; terminal device auxiliary information required by the first device; and first request indication information.
在一些实施例中,该方法还包括:该第一设备接收该终端设备发送的人工智能相关数据的生成时间信息。In some embodiments, the method also includes: the first device receives generation time information of the artificial intelligence related data sent by the terminal device.
在一些实施例中,该方法还包括:该第一设备接收该终端设备或者第二设备或者除该第一设备之外的其他接入网设备发送的终端设备人工智能相关数据收集能力信息给该第一设备。In some embodiments, the method also includes: the first device receives terminal device artificial intelligence-related data collection capability information sent by the terminal device or the second device or other access network devices other than the first device to the first device.
在一些实施例中,该方法还包括:In some embodiments, the method further comprises:
903:第一设备接收第二设备发送的第二信息;903: The first device receives second information sent by the second device;
904:该第一设备根据该第二信息向该第二设备发送终端设备辅助信息和/或网络设备辅助信息。 904: The first device sends terminal device auxiliary information and/or network device auxiliary information to the second device according to the second information.
根据上述实施例,第二设备能够准确的接收第一设备发送的终端设备辅助信息和/或网络设备辅助信息。According to the above embodiment, the second device can accurately receive the terminal device auxiliary information and/or network device auxiliary information sent by the first device.
可选的,步骤903-步骤904可以单独实施,也可以与步骤901-步骤902共同实施,本申请实施例并不以此作为限制。Optionally, step 903-step 904 may be implemented separately or together with step 901-step 902, and the embodiments of the present application are not limited thereto.
在一些实施例中,该第二信息包括第二指示信息,该第二指示信息请求该第一设备上报收集的人工智能相关数据对应的终端设备辅助信息和/或网络设备辅助信息。In some embodiments, the second information includes second indication information, which requests the first device to report terminal device auxiliary information and/or network device auxiliary information corresponding to the collected artificial intelligence-related data.
在一些实施例中,该第二信息包括该第二设备需要的终端设备辅助信息和/或网络设备辅助信息。In some embodiments, the second information includes terminal device auxiliary information and/or network device auxiliary information required by the second device.
在一些实施例中,在该第二信息包括该第二设备需要的网络设备辅助信息的情况下,当该第一设备确定当前的至少一种网络设备辅助信息与该第二设备需要的网络设备辅助信息一致时,该第一设备确定收集该网络设备辅助信息对应的人工智能相关数据;或者,在该第二信息包括该第二设备需要的终端设备辅助信息和网络设备辅助信息的情况下,当该第一设备确定当前的至少一种网络设备辅助信息与该第二设备需要的网络设备辅助信息一致时,该第一设备确定收集该终端设备辅助信息和该网络设备辅助信息对应的人工智能相关数据。In some embodiments, when the second information includes network device auxiliary information required by the second device, when the first device determines that at least one current network device auxiliary information is consistent with the network device auxiliary information required by the second device, the first device determines to collect artificial intelligence-related data corresponding to the network device auxiliary information; or, when the second information includes terminal device auxiliary information and network device auxiliary information required by the second device, when the first device determines that at least one current network device auxiliary information is consistent with the network device auxiliary information required by the second device, the first device determines to collect artificial intelligence-related data corresponding to the terminal device auxiliary information and the network device auxiliary information.
在一些实施例中,该方法还包括:该第一设备发送收集的人工智能相关数据给该第二设备。In some embodiments, the method also includes: the first device sending the collected artificial intelligence related data to the second device.
在一些实施例中,该方法还包括:所述第一设备接收终端设备或者除所述第一设备之外的其他接入网设备或者核心网设备或者OAM或者OTT服务器或者接入网设备管理设备发送的终端设备人工智能相关数据收集能力信息,其中,所述人工智能相关数据收集能力信息用于指示终端设备支持的人工智能相关数据收集能力,以及所述第一设备存储所述终端设备人工智能相关数据收集能力信息,和/或,所述第一设备接收终端设备或者除所述第一设备之外的其他接入网设备或者核心网设备或者OAM或者OTT服务器或者接入网设备管理设备发送的终端设备人工智能相关数据收集权限信息;其中,所述人工智能相关数据收集权限信息用于指示终端设备是否愿意执行人工智能相关数据收集,和/或,用于指示终端设备愿意执行人工智能相关数据收集的区域信息,以及所述第一设备存储所述终端设备人工智能相关数据收集权限信息。In some embodiments, the method also includes: the first device receives artificial intelligence-related data collection capability information of the terminal device sent by the terminal device or other access network devices or core network devices or OAM or OTT servers or access network device management devices other than the first device, wherein the artificial intelligence-related data collection capability information is used to indicate the artificial intelligence-related data collection capabilities supported by the terminal device, and the first device stores the artificial intelligence-related data collection capability information of the terminal device, and/or, the first device receives artificial intelligence-related data collection permission information of the terminal device sent by the terminal device or other access network devices or core network devices or OAM or OTT servers or access network device management devices other than the first device; wherein the artificial intelligence-related data collection permission information is used to indicate whether the terminal device is willing to perform artificial intelligence-related data collection, and/or, is used to indicate the regional information in which the terminal device is willing to perform artificial intelligence-related data collection, and the first device stores the artificial intelligence-related data collection permission information of the terminal device.
在一些实施例中,该方法还包括:该第一设备根据该第二信息,配置终端设备执行人工智能相关的数据收集。In some embodiments, the method also includes: the first device configures the terminal device to perform artificial intelligence-related data collection based on the second information.
在上述实施例中,关于上述第一信息、第二信息、终端设备辅助信息和/或网络设备 辅助信息等相关内容,与第一方面的实施例、第二方面的实施例相同,其内容被合并于此,此处不再赘述。In the above embodiment, regarding the above first information, second information, terminal device auxiliary information and/or network device The auxiliary information and other related contents are the same as those in the embodiments of the first aspect and the second aspect, and their contents are incorporated here and will not be repeated here.
以上各个实施例仅对本申请实施例的方法进行了示例性说明,但本申请不限于此,还可以在以上各个实施例的基础上进行适当的变型。例如,可以单独使用上述各个实施例,也可以将以上各个实施例中的一种或多种结合起来。The above embodiments are only exemplary descriptions of the methods of the embodiments of the present application, but the present application is not limited thereto, and appropriate modifications can be made based on the above embodiments. For example, the above embodiments can be used alone, or one or more of the above embodiments can be combined.
根据上述实施例,终端设备根据第一设备发送的第一信息向第一设备发送终端设备辅助信息和/或网络设备辅助信息,使得第一设备可以根据各辅助信息对接收到的人工智能相关数据进行更好的归类,从而训练出更有针对性的模型;以及第一设备可以根据各辅助信息确定训练后的模型的适用信息,使得模型尽可能的部署在适用信息指示的配置和/或环境下,从而获得更好的模型推理性能。According to the above embodiment, the terminal device sends terminal device auxiliary information and/or network device auxiliary information to the first device based on the first information sent by the first device, so that the first device can better classify the received artificial intelligence-related data according to the auxiliary information, thereby training a more targeted model; and the first device can determine the applicable information of the trained model based on the auxiliary information, so that the model can be deployed in the configuration and/or environment indicated by the applicable information as much as possible, thereby obtaining better model reasoning performance.
第四方面的实施例Embodiments of the fourth aspect
本申请实施例提供一种信息收发装置1000。An embodiment of the present application provides an information transceiver device 1000 .
图10是本申请实施例的信息收发装置的一示意图,该装置例如可以是终端设备(UE),也可以是配置于终端设备(UE)的某个或某些部件或者组件。由于该装置解决问题的原理与第一方面的实施例的方法相同,因此其具体的实施可以参照第一方面的实施例的方法的实施,内容相同之处不再重复说明。Fig. 10 is a schematic diagram of an information transceiver device of an embodiment of the present application, and the device may be, for example, a terminal device (UE), or one or more components or assemblies configured on the terminal device (UE). Since the principle of solving the problem by the device is the same as the method of the embodiment of the first aspect, its specific implementation may refer to the implementation of the method of the embodiment of the first aspect, and the same contents will not be repeated.
如图10所示,该信息收发装置1000包括:As shown in FIG10 , the information transceiver device 1000 includes:
接收单元1001,其接收第一设备发送的第一信息;A receiving unit 1001, which receives first information sent by a first device;
发送单元1002,其根据该第一信息向所述第一设备上报终端设备辅助信息和/或网络设备辅助信息。The sending unit 1002 reports the terminal device auxiliary information and/or the network device auxiliary information to the first device according to the first information.
在一些实施例中,该终端设备辅助信息和/或网络设备辅助信息包括如下信息的至少一种:终端设备(UE)环境信息和/或配置信息;网络设备(NW)环境信息和/或配置信息;终端设备(UE)位置信息;以及终端设备(UE)和/或网络设备(NW)的身份信息。In some embodiments, the terminal device auxiliary information and/or network device auxiliary information includes at least one of the following information: terminal device (UE) environment information and/or configuration information; network device (NW) environment information and/or configuration information; terminal device (UE) location information; and identity information of the terminal device (UE) and/or network device (NW).
在一些实施例中,该终端设备(UE)环境信息和/或配置信息包括如下信息的至少一种:终端设备的速度信息;终端设备的计算速度信息;终端设备的服务小区信息;以及终端设备和网络设备之间的信道模型信息。In some embodiments, the terminal device (UE) environment information and/or configuration information includes at least one of the following information: speed information of the terminal device; computing speed information of the terminal device; service cell information of the terminal device; and channel model information between the terminal device and the network device.
在一些实施例中,该网络设备(NW)环境信息和/或配置信息包括如下信息的至少一种:网络设备的天线配置信息;网络设备的波束配置信息;网络设备的覆盖配置信息; 以及网络设备的状态信息。In some embodiments, the network device (NW) environment information and/or configuration information includes at least one of the following information: antenna configuration information of the network device; beam configuration information of the network device; coverage configuration information of the network device; and status information of network devices.
在一些实施例中,该终端设备(UE)和/或网络设备(NW)的身份信息包括如下信息的至少一种:终端设备的厂商信息;终端设备的芯片厂商信息;网络设备的网络厂商信息;以及运营商信息。In some embodiments, the identity information of the terminal device (UE) and/or the network device (NW) includes at least one of the following information: manufacturer information of the terminal device; chip manufacturer information of the terminal device; network manufacturer information of the network device; and operator information.
在一些实施例中,该第一信息包括第一指示信息,发送单元1002根据该第一指示信息上报人工智能相关数据生成时该人工智能相关数据对应的终端设备辅助信息。In some embodiments, the first information includes first indication information, and the sending unit 1002 reports the terminal device auxiliary information corresponding to the artificial intelligence related data when the artificial intelligence related data is generated according to the first indication information.
在一些实施例中,发送单元1002还发送该人工智能相关数据的生成时间信息给该第一设备。In some embodiments, the sending unit 1002 also sends the generation time information of the artificial intelligence related data to the first device.
在一些实施例中,该第一信息包括该第一设备当前的网络设备辅助信息,发送单元1002根据该第一设备当前的网络设备辅助信息上报人工智能相关数据生成时该人工智能相关数据对应的终端设备辅助信息和/或网络设备辅助信息。In some embodiments, the first information includes the current network device auxiliary information of the first device, and the sending unit 1002 reports the terminal device auxiliary information and/or network device auxiliary information corresponding to the artificial intelligence-related data when the artificial intelligence-related data is generated according to the current network device auxiliary information of the first device.
在一些实施例中,该第一信息还包括第一指示信息。In some embodiments, the first information also includes first indication information.
在一些实施例中,该第一信息包括该第一设备需要的终端设备辅助信息。In some embodiments, the first information includes terminal device auxiliary information required by the first device.
在一些实施例中,当所述终端设备确定当前的至少一种终端设备辅助信息与所述第一设备需要的终端设备辅助信息一致时,发送单元1002向所述第一设备上报人工智能相关数据生成时所述人工智能相关数据对应的终端设备辅助信息,和/或确认消息,其中,所述确认消息用于指示所述终端设备确定当前的至少一种终端设备辅助信息与所述第一设备需要的终端设备辅助信息一致,和/或,当所述终端设备确定当前的至少一种终端设备辅助信息与所述第一设备需要的终端设备辅助信息不一致时,发送单元1002发送人工智能相关数据收集配置失败消息给所述第一设备。In some embodiments, when the terminal device determines that at least one current terminal device auxiliary information is consistent with the terminal device auxiliary information required by the first device, the sending unit 1002 reports to the first device the terminal device auxiliary information corresponding to the artificial intelligence-related data when the artificial intelligence-related data is generated, and/or a confirmation message, wherein the confirmation message is used to indicate that the terminal device determines that at least one current terminal device auxiliary information is consistent with the terminal device auxiliary information required by the first device, and/or, when the terminal device determines that at least one current terminal device auxiliary information is inconsistent with the terminal device auxiliary information required by the first device, the sending unit 1002 sends an artificial intelligence-related data collection configuration failure message to the first device.
在一些实施例中,所述第一信息包括第一请求指示信息,发送单元1002根据所述第一请求指示信息上报所述终端设备当前的终端设备辅助信息。In some embodiments, the first information includes first request indication information, and the sending unit 1002 reports the current terminal device auxiliary information of the terminal device according to the first request indication information.
在一些实施例中,接收单元1001还接收所述第一设备发送的上报配置信息,其中,所述上报配置信息用于指示所述终端设备的辅助信息上报配置。In some embodiments, the receiving unit 1001 further receives reporting configuration information sent by the first device, wherein the reporting configuration information is used to indicate the auxiliary information reporting configuration of the terminal device.
在一些实施例中,所述上报配置信息包括至少一个终端设备辅助信息的变化上报指示信息,和/或,至少一个终端设备辅助信息的变化门限信息。In some embodiments, the reporting configuration information includes at least one change reporting indication information of the auxiliary information of the terminal device, and/or at least one change threshold information of the auxiliary information of the terminal device.
在一些实施例中,在所述上报配置信息包括至少一个终端设备辅助信息的变化上报指示信息的情况下,当所述终端设备的至少一个所述变化上报指示信息对应的终端设备辅助信息更新时,发送单元1002向所述第一设备发送更新后的所述至少一个终端设备辅助信息;和/或,在所述上报配置信息包括至少一个终端设备辅助信息的变化门限信息 的情况下,当所述终端设备的所述至少一个终端设备辅助信息的更新满足所述门限信息时,发送单元1002向所述第一设备发送更新后的所述至少一个终端设备辅助信息。In some embodiments, when the reported configuration information includes change reporting indication information of at least one terminal device auxiliary information, when the terminal device auxiliary information corresponding to at least one of the change reporting indication information of the terminal device is updated, the sending unit 1002 sends the updated at least one terminal device auxiliary information to the first device; and/or, when the reported configuration information includes change threshold information of at least one terminal device auxiliary information In the case where the update of the at least one terminal device auxiliary information of the terminal device satisfies the threshold information, the sending unit 1002 sends the updated at least one terminal device auxiliary information to the first device.
在一些实施例中,发送单元1002还:发送终端设备人工智能相关数据收集能力信息给所述第一设备。In some embodiments, the sending unit 1002 further: sends the terminal device's artificial intelligence-related data collection capability information to the first device.
在上述实施例中,关于上述第一信息、第二信息、终端设备辅助信息和/或网络设备辅助信息等相关内容,与第一方面的实施例、第二方面的实施例相同,其内容被合并于此,此处不再赘述。In the above embodiments, the related contents such as the above-mentioned first information, second information, terminal device auxiliary information and/or network device auxiliary information are the same as the embodiments of the first aspect and the second aspect, and their contents are merged here and will not be repeated here.
以上对本申请实施例进行了示例性说明,但本申请不限于此,还可以在以上各个实施例的基础上进行适当的变型。例如,可以单独使用上述各个实施例,也可以将以上各个实施例中的一种或多种结合起来。The above is an exemplary description of the embodiments of the present application, but the present application is not limited thereto, and appropriate modifications can be made based on the above embodiments. For example, the above embodiments can be used alone, or one or more of the above embodiments can be combined.
值得注意的是,以上仅对与本申请相关的各部件或模块进行了说明,但本申请不限于此。上述装置还可以包括其他部件或者模块,关于这些部件或者模块的具体内容,可以参考相关技术。此外,上述各个部件或模块可以通过例如处理器、存储器、发射机、接收机等硬件设施来实现;本申请实施并不对此进行限制。It is worth noting that the above only describes the components or modules related to the present application, but the present application is not limited thereto. The above device may also include other components or modules. For the specific contents of these components or modules, reference may be made to the relevant technology. In addition, the above components or modules may be implemented by hardware facilities such as processors, memories, transmitters, and receivers; the implementation of the present application is not limited thereto.
根据上述实施例,终端设备根据第一设备发送的第一信息向第一设备发送终端设备辅助信息和/或网络设备辅助信息,使得第一设备可以根据各辅助信息对接收到的人工智能相关数据进行更好的归类,从而训练出更有针对性的模型;以及第一设备可以根据各辅助信息确定训练后的模型的适用信息,使得模型尽可能的部署在适用信息指示的配置和/或环境下,从而获得更好的模型推理性能。According to the above embodiment, the terminal device sends terminal device auxiliary information and/or network device auxiliary information to the first device based on the first information sent by the first device, so that the first device can better classify the received artificial intelligence-related data according to the auxiliary information, thereby training a more targeted model; and the first device can determine the applicable information of the trained model based on the auxiliary information, so that the model can be deployed in the configuration and/or environment indicated by the applicable information as much as possible, thereby obtaining better model reasoning performance.
第五方面的实施例Embodiments of the fifth aspect
本申请实施例提供一种信息收发装置。An embodiment of the present application provides an information sending and receiving device.
图11是本申请实施例的信息收发装置1100的一示意图,该装置例如可以是第二设备,也可以是配置于第二设备的某个或某些部件或者组件。由于该装置解决问题的原理与第二方面的实施例的方法相同,因此其具体的实施可以参照第二方面的实施例的方法的实施,内容相同之处不再重复说明。FIG11 is a schematic diagram of an information transceiver device 1100 of an embodiment of the present application, and the device may be, for example, a second device, or may be one or more components or assemblies configured on the second device. Since the principle of solving the problem by the device is the same as the method of the embodiment of the second aspect, its specific implementation may refer to the implementation of the method of the embodiment of the second aspect, and the same contents will not be repeated.
如图11所示,该信息收发装置1100包括:As shown in FIG. 11 , the information transceiver device 1100 includes:
发送单元1101,其向第一设备发送第二信息;A sending unit 1101, which sends second information to the first device;
接收单元1102,其接收该第一设备根据所述第二信息发送的终端设备辅助信息和/或网络设备辅助信息。 The receiving unit 1102 receives the terminal device auxiliary information and/or the network device auxiliary information sent by the first device according to the second information.
在一些实施例中,所述第二信息包括第二指示信息,所述第二指示信息请求所述第一设备上报收集的人工智能相关数据对应的终端设备辅助信息和/或网络设备辅助信息。In some embodiments, the second information includes second indication information, and the second indication information requests the first device to report terminal device auxiliary information and/or network device auxiliary information corresponding to the collected artificial intelligence related data.
在一些实施例中,所述第二信息包括所述第二设备需要的终端设备辅助信息和/或网络设备辅助信息。In some embodiments, the second information includes terminal device auxiliary information and/or network device auxiliary information required by the second device.
在一些实施例中,所述第二信息还包括有效时间信息,所述有效时间信息用于指示所述需要的终端设备辅助信息和/或网络设备辅助信息的有效时间。In some embodiments, the second information also includes effective time information, and the effective time information is used to indicate the effective time of the required terminal device auxiliary information and/or network device auxiliary information.
在一些实施例中,接收单元1102还接收所述第一设备发送的收集的人工智能相关数据。In some embodiments, the receiving unit 1102 also receives collected artificial intelligence-related data sent by the first device.
在上述实施例中,关于上述第一信息、第二信息、终端设备辅助信息和/或网络设备辅助信息等相关内容,与第一方面的实施例、第二方面的实施例相同,其内容被合并于此,此处不再赘述。In the above embodiments, the related contents such as the above-mentioned first information, second information, terminal device auxiliary information and/or network device auxiliary information are the same as the embodiments of the first aspect and the second aspect, and their contents are merged here and will not be repeated here.
以上对本申请实施例进行了示例性说明,但本申请不限于此,还可以在以上各个实施例的基础上进行适当的变型。例如,可以单独使用上述各个实施例,也可以将以上各个实施例中的一种或多种结合起来。The above is an exemplary description of the embodiments of the present application, but the present application is not limited thereto, and appropriate modifications can be made based on the above embodiments. For example, the above embodiments can be used alone, or one or more of the above embodiments can be combined.
值得注意的是,以上仅对与本申请相关的各部件或模块进行了说明,但本申请不限于此。上述装置还可以包括其他部件或者模块,关于这些部件或者模块的具体内容,可以参考相关技术。此外,上述各个部件或模块可以通过例如处理器、存储器、发射机、接收机等硬件设施来实现;本申请实施并不对此进行限制。It is worth noting that the above only describes the components or modules related to the present application, but the present application is not limited thereto. The above device may also include other components or modules. For the specific contents of these components or modules, reference may be made to the relevant technology. In addition, the above components or modules may be implemented by hardware facilities such as processors, memories, transmitters, and receivers; the implementation of the present application is not limited thereto.
根据上述实施例,第二设备能够接收第一设备发送的终端设备辅助信息和/或网络设备辅助信息。According to the above embodiment, the second device is capable of receiving the terminal device auxiliary information and/or the network device auxiliary information sent by the first device.
第六方面的实施例Embodiments of the sixth aspect
本申请实施例提供一种信息收发装置。An embodiment of the present application provides an information sending and receiving device.
图12是本申请实施例的信息收发装置1200的一示意图,该装置例如可以是第一设备,也可以是配置于第一设备的某个或某些部件或者组件。由于该装置解决问题的原理与第一方面的实施例、第二方面的实施例的方法相同,因此其具体的实施可以参照第一方面的实施例、第二方面的实施例的方法的实施,内容相同之处不再重复说明。FIG12 is a schematic diagram of an information transceiver device 1200 of an embodiment of the present application, and the device may be, for example, a first device, or may be one or more components or assemblies configured on the first device. Since the principle of solving the problem by the device is the same as that of the embodiment of the first aspect and the embodiment of the second aspect, its specific implementation may refer to the implementation of the method of the embodiment of the first aspect and the embodiment of the second aspect, and the same contents will not be repeated.
如图12所示,该信息收发装置1200包括:As shown in FIG. 12 , the information transceiver device 1200 includes:
发送单元1201,其向终端设备发送第一信息;A sending unit 1201, which sends first information to a terminal device;
接收单元1202,其接收所述终端设备根据所述第一信息上报的终端设备辅助信息和 /或网络设备辅助信息。The receiving unit 1202 receives the terminal device auxiliary information reported by the terminal device according to the first information and and/or network device auxiliary information.
在一些实施例中,该第一信息包括如下信息的至少一种:第一指示信息;所述第一设备当前的网络设备辅助信息;所述第一设备需要的终端设备辅助信息;以及第一请求指示信息。In some embodiments, the first information includes at least one of the following information: first indication information; current network device auxiliary information of the first device; terminal device auxiliary information required by the first device; and first request indication information.
在一些实施例中,接收单元1202还接收所述终端设备发送的人工智能相关数据的生成时间信息。In some embodiments, the receiving unit 1202 also receives generation time information of the artificial intelligence related data sent by the terminal device.
在一些实施例中,接收单元1202还所述第一设备接收所述终端设备或者第二设备或者除所述第一设备之外的其他接入网设备发送的终端设备人工智能相关数据收集能力信息给所述第一设备。In some embodiments, the receiving unit 1202 also receives, by the first device, terminal device artificial intelligence-related data collection capability information sent by the terminal device or the second device or other access network devices other than the first device to the first device.
在一些实施例中,接收单元1202接收第二设备发送的第二信息;发送单元1201根据所述第二信息向所述第二设备发送终端设备辅助信息和/或网络设备辅助信息。In some embodiments, the receiving unit 1202 receives second information sent by a second device; and the sending unit 1201 sends terminal device auxiliary information and/or network device auxiliary information to the second device according to the second information.
在一些实施例中,所述第二信息包括第二指示信息,所述第二指示信息请求所述第一设备上报收集的人工智能相关数据对应的终端设备辅助信息和/或网络设备辅助信息。In some embodiments, the second information includes second indication information, and the second indication information requests the first device to report terminal device auxiliary information and/or network device auxiliary information corresponding to the collected artificial intelligence related data.
在一些实施例中,所述第二信息包括所述第二设备需要的终端设备辅助信息和/或网络设备辅助信息。In some embodiments, the second information includes terminal device auxiliary information and/or network device auxiliary information required by the second device.
在一些实施例中,信息收发装置1200还包括确定单元1203,在所述第二信息包括所述第二设备需要的网络设备辅助信息的情况下,当所述第一设备确定当前的至少一种网络设备辅助信息与所述第二设备需要的网络设备辅助信息一致时,确定单元1203确定收集所述网络设备辅助信息对应的人工智能相关数据;或者,在所述第二信息包括所述第二设备需要的终端设备辅助信息和网络设备辅助信息的情况下,当所述第一设备确定当前的至少一种网络设备辅助信息与所述第二设备需要的网络设备辅助信息一致时,确定单元1203确定收集所述终端设备辅助信息和所述网络设备辅助信息对应的人工智能相关数据。In some embodiments, the information transceiver 1200 further includes a determination unit 1203. When the second information includes network device auxiliary information required by the second device, when the first device determines that at least one current network device auxiliary information is consistent with the network device auxiliary information required by the second device, the determination unit 1203 determines to collect artificial intelligence-related data corresponding to the network device auxiliary information; or, when the second information includes terminal device auxiliary information and network device auxiliary information required by the second device, when the first device determines that at least one current network device auxiliary information is consistent with the network device auxiliary information required by the second device, the determination unit 1203 determines to collect artificial intelligence-related data corresponding to the terminal device auxiliary information and the network device auxiliary information.
在一些实施例中,发送单元1201发送收集的人工智能相关数据给所述第二设备。In some embodiments, the sending unit 1201 sends the collected artificial intelligence related data to the second device.
在一些实施例中,接收单元1202接收终端设备或者除所述第一设备之外的其他接入网设备或者核心网设备或者OAM或者OTT服务器或者接入网设备管理设备发送的终端设备人工智能相关数据收集能力信息,其中,所述人工智能相关数据收集能力信息用于指示终端设备支持的人工智能相关数据收集能力,以及所述第一设备存储所述终端设备人工智能相关数据收集能力信息,和/或,接收单元1202接收终端设备或者除所述第一设备之外的其他接入网设备或者核心网设备或者OAM或者OTT服务器或者接入网设 备管理设备发送的终端设备人工智能相关数据收集权限信息;其中,所述人工智能相关数据收集权限信息用于指示终端设备是否愿意执行人工智能相关数据收集,和/或,用于指示终端设备愿意执行人工智能相关数据收集的区域信息,以及所述第一设备存储所述终端设备人工智能相关数据收集权限信息。In some embodiments, the receiving unit 1202 receives terminal device artificial intelligence related data collection capability information sent by a terminal device or other access network device or core network device other than the first device or an OAM or OTT server or an access network device management device, wherein the artificial intelligence related data collection capability information is used to indicate the artificial intelligence related data collection capability supported by the terminal device, and the first device stores the terminal device artificial intelligence related data collection capability information, and/or the receiving unit 1202 receives the terminal device or other access network device or core network device other than the first device or an OAM or OTT server or an access network device The terminal device artificial intelligence-related data collection permission information is sent by the equipment management device; wherein the artificial intelligence-related data collection permission information is used to indicate whether the terminal device is willing to perform artificial intelligence-related data collection, and/or, is used to indicate the area information in which the terminal device is willing to perform artificial intelligence-related data collection, and the first device stores the terminal device artificial intelligence-related data collection permission information.
在一些实施例中,信息收发装置1200还包括配置单元1204,其根据所述第二信息,配置终端设备执行人工智能相关的数据收集。In some embodiments, the information transceiver 1200 further includes a configuration unit 1204, which configures the terminal device to perform artificial intelligence-related data collection according to the second information.
在上述实施例中,关于上述第一信息、第二信息、终端设备辅助信息和/或网络设备辅助信息等相关内容,与第一方面的实施例、第二方面的实施例相同,其内容被合并于此,此处不再赘述。In the above embodiments, the related contents such as the above-mentioned first information, second information, terminal device auxiliary information and/or network device auxiliary information are the same as the embodiments of the first aspect and the second aspect, and their contents are merged here and will not be repeated here.
以上对本申请实施例进行了示例性说明,但本申请不限于此,还可以在以上各个实施例的基础上进行适当的变型。例如,可以单独使用上述各个实施例,也可以将以上各个实施例中的一种或多种结合起来。The above is an exemplary description of the embodiments of the present application, but the present application is not limited thereto, and appropriate modifications can be made based on the above embodiments. For example, the above embodiments can be used alone, or one or more of the above embodiments can be combined.
值得注意的是,以上仅对与本申请相关的各部件或模块进行了说明,但本申请不限于此。上述装置还可以包括其他部件或者模块,关于这些部件或者模块的具体内容,可以参考相关技术。此外,上述各个部件或模块可以通过例如处理器、存储器、发射机、接收机等硬件设施来实现;本申请实施并不对此进行限制。It is worth noting that the above only describes the components or modules related to the present application, but the present application is not limited thereto. The above device may also include other components or modules. For the specific contents of these components or modules, reference may be made to the relevant technology. In addition, the above components or modules may be implemented by hardware facilities such as processors, memories, transmitters, and receivers; the implementation of the present application is not limited thereto.
根据上述实施例,终端设备根据第一设备发送的第一信息向第一设备发送终端设备辅助信息和/或网络设备辅助信息,使得第一设备可以根据各辅助信息对接收到的人工智能相关数据进行更好的归类,从而训练出更有针对性的模型;以及第一设备可以根据各辅助信息确定训练后的模型的适用信息,使得模型尽可能的部署在适用信息指示的配置和/或环境下,从而获得更好的模型推理性能。According to the above embodiment, the terminal device sends terminal device auxiliary information and/or network device auxiliary information to the first device based on the first information sent by the first device, so that the first device can better classify the received artificial intelligence-related data according to the auxiliary information, thereby training a more targeted model; and the first device can determine the applicable information of the trained model based on the auxiliary information, so that the model can be deployed in the configuration and/or environment indicated by the applicable information as much as possible, thereby obtaining better model reasoning performance.
第七方面的实施例Embodiment of the seventh aspect
本申请实施例还提供一种通信系统,包括网络设备。An embodiment of the present application also provides a communication system, including a network device.
图13是本申请实施例的通信系统的示意图,示意性说明了多个网络设备为例的情况,如图13所示,通信系统1300可以包括第一设备1301、第二设备1302、终端设备1303。Figure 13 is a schematic diagram of a communication system of an embodiment of the present application, which schematically illustrates a situation where multiple network devices are taken as an example. As shown in Figure 13, a communication system 1300 may include a first device 1301, a second device 1302, and a terminal device 1303.
在一些实施例中,终端设备1303被配置为执行第一方面的实施例所述的方法。由于在第一方面的实施例中,已经对该方法进行了详细说明,其内容被合并于此,不再重复说明。 In some embodiments, the terminal device 1303 is configured to execute the method described in the embodiment of the first aspect. Since the method has been described in detail in the embodiment of the first aspect, its content is incorporated here and will not be repeated.
在一些实施例中,第二设备1302被配置为执行第二方面的实施例所述的方法。由于在第二方面的实施例中,已经对该方法进行了详细说明,其内容被合并于此,不再重复说明。In some embodiments, the second device 1302 is configured to perform the method described in the embodiment of the second aspect. Since the method has been described in detail in the embodiment of the second aspect, its content is incorporated here and will not be repeated.
在一些实施例中,第一设备1301被配置为执行第三方面的实施例所述的方法。由于在第二方面的实施例中,已经对该方法进行了详细说明,其内容被合并于此,不再重复说明。In some embodiments, the first device 1301 is configured to perform the method described in the embodiment of the third aspect. Since the method has been described in detail in the embodiment of the second aspect, its content is incorporated here and will not be repeated.
本申请实施例还提供一种网络设备,该网络设备例如可以是基站或CU或DU,但本申请不限于此,还可以是其他的网络设备。An embodiment of the present application also provides a network device, which may be, for example, a base station or a CU or a DU, but the present application is not limited thereto and may also be other network devices.
图14是本申请实施例的网络设备的一示意图。如图14所示,网络设备1400可以包括:处理器1401和存储器1402;存储器1402耦合到处理器1401。其中该存储器1402可存储各种数据;此外还存储信息处理的程序1403,并且在处理器1401的控制下执行该程序。FIG14 is a schematic diagram of a network device according to an embodiment of the present application. As shown in FIG14 , the network device 1400 may include: a processor 1401 and a memory 1402; the memory 1402 is coupled to the processor 1401. The memory 1402 may store various data; in addition, it may store a program 1403 for information processing, and execute the program under the control of the processor 1401.
在一些实施例中,第二或第三方面的实施例的装置的功能可以被集成到处理器1401中,其中,处理器1401可以被配置为执行程序而实现如第二或第三方面的实施例的方法,其内容被合并于此,此处不再重复说明。In some embodiments, the functionality of the apparatus of the second or third aspect embodiment may be integrated into the processor 1401, wherein the processor 1401 may be configured to execute a program to implement a method of the second or third aspect embodiment, the contents of which are incorporated herein and will not be repeated here.
在另一些实施例中,第二或第三方面的实施例的装置可以与处理器1401分开配置,例如可以将第三方面的实施例的装置配置为与处理器1401连接的芯片,通过处理器1401的控制来实现第三方面的实施例的装置的功能。In other embodiments, the apparatus of the second or third aspect embodiment may be configured separately from the processor 1401. For example, the apparatus of the third aspect embodiment may be configured as a chip connected to the processor 1401, and the functions of the apparatus of the third aspect embodiment may be implemented through the control of the processor 1401.
此外,如图14所示,网络设备1400还可以包括:收发机1404和天线1405。其中,上述部件的功能与现有技术类似,此处不再赘述。值得注意的是,网络设备1400也并不是必须要包括图14中所示的所有部件;此外,网络设备1400还可以包括图14中没有示出的部件,可以参考现有技术。In addition, as shown in FIG14 , the network device 1400 may further include: a transceiver 1404 and an antenna 1405. The functions of the above components are similar to those in the prior art and are not described in detail here. It is worth noting that the network device 1400 does not necessarily include all the components shown in FIG14 ; in addition, the network device 1400 may also include components not shown in FIG14 , which may refer to the prior art.
本申请实施例还提供一种终端设备,但本申请不限于此,还可以是其他的设备。The embodiment of the present application also provides a terminal device, but the present application is not limited thereto and may also be other devices.
图15是本申请实施例的终端设备的示意图。如图15所示,该终端设备1500可以包括处理器1510和存储器1520;存储器1520存储有数据和程序,并耦合到处理器1510。值得注意的是,该图是示例性的;还可以使用其他类型的结构,来补充或代替该结构,以实现电信功能或其他功能。FIG15 is a schematic diagram of a terminal device according to an embodiment of the present application. As shown in FIG15 , the terminal device 1500 may include a processor 1510 and a memory 1520; the memory 1520 stores data and programs and is coupled to the processor 1510. It is worth noting that the figure is exemplary; other types of structures may also be used to supplement or replace the structure to implement telecommunication functions or other functions.
例如,处理器1510可以被配置为执行程序而实现如第一方面的实施例的方法,其内容被合并于此,此处不再重复说明。For example, the processor 1510 may be configured to execute a program to implement a method as in an embodiment of the first aspect, the contents of which are incorporated herein and will not be repeated here.
如图15所示,该终端设备1500还可以包括:通信模块1530、输入单元1540、显 示器1550、电源1560。其中,上述部件的功能与现有技术类似,此处不再赘述。值得注意的是,终端设备1500也并不是必须要包括图15中所示的所有部件,上述部件并不是必需的;此外,终端设备1500还可以包括图15中没有示出的部件,可以参考现有技术。As shown in FIG. 15 , the terminal device 1500 may further include: a communication module 1530, an input unit 1540, a display unit 1550, and a display module 1560. The terminal device 1500 includes a display 1550 and a power supply 1560. The functions of the above components are similar to those in the prior art and are not described in detail here. It is worth noting that the terminal device 1500 does not necessarily include all the components shown in FIG. 15, and the above components are not necessary; in addition, the terminal device 1500 may also include components not shown in FIG. 15, and reference may be made to the prior art.
本申请实施例还提供一种计算机程序,其中当在终端设备中执行所述程序时,所述程序使得所述终端设备执行第一方面的实施例所述的方法。An embodiment of the present application also provides a computer program, wherein when the program is executed in a terminal device, the program causes the terminal device to execute the method described in the embodiment of the first aspect.
本申请实施例还提供一种存储有计算机程序的存储介质,其中所述计算机程序使得终端设备执行第一方面的实施例所述的方法。An embodiment of the present application further provides a storage medium storing a computer program, wherein the computer program enables a terminal device to execute the method described in the embodiment of the first aspect.
本申请实施例还提供一种计算机程序,其中当在网络设备中执行所述程序时,所述程序使得所述网络设备执行第二或第三方面的实施例所述的方法。An embodiment of the present application also provides a computer program, wherein when the program is executed in a network device, the program causes the network device to execute the method described in the embodiment of the second or third aspect.
本申请实施例还提供一种存储有计算机程序的存储介质,其中所述计算机程序使得网络设备执行第二或第三方面的实施例所述的方法。An embodiment of the present application further provides a storage medium storing a computer program, wherein the computer program enables a network device to execute the method described in the embodiment of the second or third aspect.
本申请以上的装置和方法可以由硬件实现,也可以由硬件结合软件实现。本申请涉及这样的计算机可读程序,当该程序被逻辑部件所执行时,能够使该逻辑部件实现上文所述的装置或构成部件,或使该逻辑部件实现上文所述的各种方法或步骤。本申请还涉及用于存储以上程序的存储介质,如硬盘、磁盘、光盘、DVD、flash存储器等。The above devices and methods of the present application can be implemented by hardware, or by hardware combined with software. The present application relates to such a computer-readable program, which, when executed by a logic component, enables the logic component to implement the above-mentioned devices or components, or enables the logic component to implement the various methods or steps described above. The present application also relates to a storage medium for storing the above program, such as a hard disk, a magnetic disk, an optical disk, a DVD, a flash memory, etc.
结合本申请实施例描述的方法/装置可直接体现为硬件、由处理器执行的软件模块或二者组合。例如,图中所示的功能框图中的一个或多个和/或功能框图的一个或多个组合,既可以对应于计算机程序流程的各个软件模块,亦可以对应于各个硬件模块。这些软件模块,可以分别对应于图中所示的各个步骤。这些硬件模块例如可利用现场可编程门阵列(FPGA)将这些软件模块固化而实现。The method/device described in conjunction with the embodiments of the present application may be directly embodied as hardware, a software module executed by a processor, or a combination of the two. For example, one or more of the functional block diagrams shown in the figure and/or one or more combinations of the functional block diagrams may correspond to various software modules of the computer program flow or to various hardware modules. These software modules may correspond to the various steps shown in the figure, respectively. These hardware modules may be implemented by solidifying these software modules, for example, using a field programmable gate array (FPGA).
软件模块可以位于RAM存储器、闪存、ROM存储器、EPROM存储器、EEPROM存储器、寄存器、硬盘、移动磁盘、CD-ROM或者本领域已知的任何其它形式的存储介质。可以将一种存储介质耦接至处理器,从而使处理器能够从该存储介质读取信息,且可向该存储介质写入信息;或者该存储介质可以是处理器的组成部分。处理器和存储介质可以位于ASIC中。该软件模块可以存储在移动终端的存储器中,也可以存储在可插入移动终端的存储卡中。例如,若设备(如移动终端)采用的是较大容量的MEGA-SIM卡或者大容量的闪存装置,则该软件模块可存储在该MEGA-SIM卡或者大容量的闪存装置中。The software module may be located in a RAM memory, a flash memory, a ROM memory, an EPROM memory, an EEPROM memory, a register, a hard disk, a removable disk, a CD-ROM, or any other form of storage medium known in the art. A storage medium may be coupled to a processor so that the processor can read information from the storage medium and write information to the storage medium; or the storage medium may be an integral part of the processor. The processor and the storage medium may be located in an ASIC. The software module may be stored in a memory of a mobile terminal or in a memory card that can be inserted into the mobile terminal. For example, if a device (such as a mobile terminal) uses a large-capacity MEGA-SIM card or a large-capacity flash memory device, the software module may be stored in the MEGA-SIM card or the large-capacity flash memory device.
针对附图中描述的功能方框中的一个或多个和/或功能方框的一个或多个组合,可以 实现为用于执行本申请所描述功能的通用处理器、数字信号处理器(DSP)、专用集成电路(ASIC)、现场可编程门阵列(FPGA)或者其它可编程逻辑器件、分立门或者晶体管逻辑器件、分立硬件组件或者其任意适当组合。针对附图描述的功能方框中的一个或多个和/或功能方框的一个或多个组合,还可以实现为计算设备的组合,例如,DSP和微处理器的组合、多个微处理器、与DSP通信结合的一个或多个微处理器或者任何其它这种配置。For one or more of the functional blocks and/or one or more combinations of the functional blocks described in the drawings, it is possible to It is implemented as a general-purpose processor, digital signal processor (DSP), application-specific integrated circuit (ASIC), field programmable gate array (FPGA) or other programmable logic device, discrete gate or transistor logic device, discrete hardware component or any appropriate combination thereof for performing the functions described in this application. One or more of the functional blocks and/or one or more combinations of functional blocks described in the accompanying drawings may also be implemented as a combination of computing devices, such as a combination of a DSP and a microprocessor, multiple microprocessors, one or more microprocessors in communication with a DSP, or any other such configuration.
以上结合具体的实施方式对本申请进行了描述,但本领域技术人员应该清楚,这些描述都是示例性的,并不是对本申请保护范围的限制。本领域技术人员可以根据本申请的精神和原理对本申请做出各种变型和修改,这些变型和修改也在本申请的范围内。The present application is described above in conjunction with specific implementation methods, but it should be clear to those skilled in the art that these descriptions are exemplary and are not intended to limit the scope of protection of the present application. Those skilled in the art can make various modifications and variations to the present application based on the spirit and principles of the present application, and these modifications and variations are also within the scope of the present application.
关于包括以上实施例的实施方式,还公开下述的附记:Regarding the implementation methods including the above embodiments, the following additional notes are also disclosed:
1.一种信息收发方法,应用于终端设备(UE)侧,其中,所述方法包括:1. A method for sending and receiving information, applied to a terminal device (UE), wherein the method comprises:
所述终端设备接收第一设备发送的第一信息;The terminal device receives first information sent by the first device;
所述终端设备根据所述第一信息向所述第一设备上报终端设备辅助信息和/或网络设备辅助信息。The terminal device reports terminal device auxiliary information and/or network device auxiliary information to the first device according to the first information.
2.一种信息收发方法,应用于第二设备侧,其中,所述方法包括:2. A method for sending and receiving information, applied to a second device side, wherein the method comprises:
所述第二设备向第一设备发送第二信息;The second device sends second information to the first device;
所述第二设备接收所述第一设备根据所述第二信息发送的终端设备辅助信息和/或网络设备辅助信息。The second device receives the terminal device auxiliary information and/or the network device auxiliary information sent by the first device according to the second information.
3.一种信息收发方法,应用于第一设备侧,其中,所述方法包括:3. A method for sending and receiving information, applied to a first device side, wherein the method comprises:
所述第一设备向终端设备发送第一信息;The first device sends first information to the terminal device;
所述第一设备接收所述终端设备根据所述第一信息上报的终端设备辅助信息和/或网络设备辅助信息。The first device receives terminal device auxiliary information and/or network device auxiliary information reported by the terminal device based on the first information.
4.根据附记3所述的方法,其中,所述方法包括:4. The method according to Note 3, wherein the method comprises:
所述第一设备接收第二设备发送的第二信息;The first device receives second information sent by the second device;
所述第一设备根据所述第二信息向所述第二设备发送终端设备辅助信息和/或网络设备辅助信息。The first device sends terminal device auxiliary information and/or network device auxiliary information to the second device according to the second information.
5.根据附记4所述的方法,其中,所述第二信息包括第二指示信息,所述第二指示信息请求所述第一设备上报收集的人工智能相关数据对应的终端设备辅助信息和/或网络设备辅助信息。5. The method according to Note 4, wherein the second information includes second indication information, and the second indication information requests the first device to report terminal device auxiliary information and/or network device auxiliary information corresponding to the collected artificial intelligence-related data.
6.根据附记5所述的方法,其中,所述第二信息包括所述第二设备需要的终端设备 辅助信息和/或网络设备辅助信息。6. The method according to Note 5, wherein the second information includes a terminal device required by the second device Auxiliary information and/or network device auxiliary information.
7.根据附记6所述的方法,其中,在所述第二信息包括所述第二设备需要的网络设备辅助信息的情况下,当所述第一设备确定当前的至少一种网络设备辅助信息与所述第二设备需要的网络设备辅助信息一致时,所述第一设备确定收集所述网络设备辅助信息对应的人工智能相关数据;或者,在所述第二信息包括所述第二设备需要的终端设备辅助信息和网络设备辅助信息的情况下,当所述第一设备确定当前的至少一种网络设备辅助信息与所述第二设备需要的网络设备辅助信息一致时,所述第一设备确定收集所述终端设备辅助信息和所述网络设备辅助信息对应的人工智能相关数据。7. A method according to Note 6, wherein, in the case where the second information includes network device auxiliary information required by the second device, when the first device determines that at least one current network device auxiliary information is consistent with the network device auxiliary information required by the second device, the first device determines to collect artificial intelligence-related data corresponding to the network device auxiliary information; or, in the case where the second information includes terminal device auxiliary information and network device auxiliary information required by the second device, when the first device determines that at least one current network device auxiliary information is consistent with the network device auxiliary information required by the second device, the first device determines to collect artificial intelligence-related data corresponding to the terminal device auxiliary information and the network device auxiliary information.
8.根据附记4所述的方法,其中,所述方法还包括:8. The method according to Note 4, wherein the method further comprises:
所述第一设备接收终端设备或者除所述第一设备之外的其他接入网设备或者核心网设备或者OAM或者OTT服务器或者接入网设备管理设备发送的终端设备人工智能相关数据收集能力信息,其中,所述人工智能相关数据收集能力信息用于指示终端设备支持的人工智能相关数据收集能力,以及所述第一设备存储所述终端设备人工智能相关数据收集能力信息,和/或,所述第一设备接收终端设备或者除所述第一设备之外的其他接入网设备或者核心网设备或者OAM或者OTT服务器或者接入网设备管理设备发送的终端设备人工智能相关数据收集权限信息;其中,所述人工智能相关数据收集权限信息用于指示终端设备是否愿意执行人工智能相关数据收集,和/或,用于指示终端设备愿意执行人工智能相关数据收集的区域信息,以及所述第一设备存储所述终端设备人工智能相关数据收集权限信息。The first device receives artificial intelligence-related data collection capability information of a terminal device sent by a terminal device or other access network devices or core network devices or OAM or OTT servers or access network device management devices other than the first device, wherein the artificial intelligence-related data collection capability information is used to indicate the artificial intelligence-related data collection capability supported by the terminal device, and the first device stores the artificial intelligence-related data collection capability information of the terminal device, and/or, the first device receives artificial intelligence-related data collection permission information of the terminal device sent by the terminal device or other access network devices or core network devices or OAM or OTT servers or access network device management devices other than the first device; wherein the artificial intelligence-related data collection permission information is used to indicate whether the terminal device is willing to perform artificial intelligence-related data collection, and/or, is used to indicate regional information in which the terminal device is willing to perform artificial intelligence-related data collection, and the first device stores the artificial intelligence-related data collection permission information of the terminal device.
9.一种设备,包括存储器和处理器,所述存储器存储有计算机程序,所述处理器被配置为执行所述计算机程序而实现如附记1至8任一项所述的方法。9. A device comprising a memory and a processor, wherein the memory stores a computer program, and the processor is configured to execute the computer program to implement the method as described in any one of Notes 1 to 8.
10.一种通信系统,其特征在于,所述通信系统包括附记9所述的设备。 10. A communication system, characterized in that the communication system includes the device described in Note 9.
Claims (20)
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