WO2024234344A1 - Communication method and apparatus, and storage medium - Google Patents
Communication method and apparatus, and storage medium Download PDFInfo
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- WO2024234344A1 WO2024234344A1 PCT/CN2023/094878 CN2023094878W WO2024234344A1 WO 2024234344 A1 WO2024234344 A1 WO 2024234344A1 CN 2023094878 W CN2023094878 W CN 2023094878W WO 2024234344 A1 WO2024234344 A1 WO 2024234344A1
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/06—Selective distribution of broadcast services, e.g. multimedia broadcast multicast service [MBMS]; Services to user groups; One-way selective calling services
Definitions
- the present disclosure relates to the field of communication technology, and in particular to a communication method, device and storage medium.
- AI artificial intelligence
- the 3rd Generation Partnership Project (3GPP) has set up a research project on artificial intelligence technology in wireless air interfaces.
- the project aims to study the introduction of AI technology in wireless air interfaces and explore how AI technology can assist in improving the transmission technology of wireless air interfaces.
- the present disclosure provides a communication method, device and storage medium.
- a communication method which is executed by a network device, and includes:
- broadcast information includes parameters for artificial intelligence (AI) operations.
- AI artificial intelligence
- a communication method which is executed by a terminal and includes: receiving broadcast information, wherein the broadcast information includes parameters for artificial intelligence (AI) operations.
- AI artificial intelligence
- a communication device including: a sending unit, configured to send broadcast information, wherein the broadcast information includes parameters for artificial intelligence (AI) operations.
- AI artificial intelligence
- a communication device including: a receiving unit, configured to receive broadcast information, wherein the broadcast information includes parameters for artificial intelligence (AI) operations.
- AI artificial intelligence
- a communication device comprising: a processor; a memory for storing processor executable instructions; wherein the processor is configured to execute the communication method as described in the first aspect of the embodiment of the present disclosure.
- a communication device comprising: a processor; a memory for storing processor executable instructions; wherein the processor is configured to execute the communication method as described in the second aspect of the embodiment of the present disclosure.
- a storage medium in which instructions are stored.
- the instructions in the storage medium are executed by a processor of a network device, the network device is enabled to execute the communication method described in the first aspect of the embodiment of the present disclosure.
- a storage medium wherein instructions are stored in the storage medium.
- the instructions in the storage medium are executed by a processor of a terminal, the terminal is enabled to execute the second aspect of the embodiments of the present disclosure. The method described.
- an artificial intelligence communication system comprising: a network device, used to execute the method described in the first aspect; and a terminal, used to execute the method described in the second aspect.
- controlling the AI operation is achieved by sending broadcast information including parameters for the AI operation.
- Fig. 1 is a schematic diagram showing a wireless communication system according to an exemplary embodiment.
- Fig. 2 is a flow chart showing a communication method according to an exemplary embodiment.
- Fig. 3 is a flow chart showing another communication method according to an exemplary embodiment.
- Fig. 4 is a flow chart showing a communication method according to an exemplary embodiment.
- Fig. 5 is a flow chart showing another communication method according to an exemplary embodiment.
- Fig. 6 is a block diagram showing a communication device according to an exemplary embodiment.
- Fig. 7 is a schematic diagram showing interaction of a communication system according to an exemplary embodiment.
- Fig. 8 is a block diagram showing a communication device according to an exemplary embodiment.
- Fig. 9 is a block diagram of a device for AI communication according to an exemplary embodiment.
- Fig. 10 is a block diagram of a device for AI communication according to an exemplary embodiment.
- the wireless communication system includes a network device and a terminal.
- the terminal is connected to the network device through wireless resources and performs data transmission.
- the wireless communication system shown in FIG1 is only for schematic illustration, and the wireless communication system may also include other network devices, such as core network devices, wireless relay devices, and wireless backhaul devices, which are not shown in FIG1.
- the embodiments of the present disclosure do not limit the number of network devices and terminals included in the wireless communication system. Certainly.
- the wireless communication system of the embodiment of the present disclosure is a network that provides wireless communication functions.
- the wireless communication system can adopt different communication technologies, such as code division multiple access (code division multiple access, CDMA), wideband code division multiple access (wideband code division multiple access, WCDMA), time division multiple access (time division multiple access, TDMA), frequency division multiple access (frequency division multiple access, FDMA), orthogonal frequency division multiple access (orthogonal frequency-division multiple access, OFDMA), single carrier frequency division multiple access (single carrier FDMA, SC-FDMA), carrier sense multiple access/collision avoidance (Carrier Sense Multiple Access with Collision Avoidance).
- code division multiple access code division multiple access
- CDMA code division multiple access
- wideband code division multiple access wideband code division multiple access
- WCDMA wideband code division multiple access
- time division multiple access time division multiple access
- FDMA frequency division multiple access
- OFDMA orthogonal frequency division multiple access
- single carrier frequency division multiple access single carrier frequency division multiple access
- the network can be divided into 2G (English: generation) network, 3G network, 4G network or future evolution network, such as 5G network, 5G network can also be called new wireless network (New Radio, NR).
- 2G English: generation
- 3G network 4G network or future evolution network, such as 5G network
- 5G network can also be called new wireless network (New Radio, NR).
- NR New Radio
- the present disclosure sometimes simply refers to a wireless communication network as a network.
- the wireless access network equipment may also be referred to as a wireless access network equipment.
- the wireless access network equipment may be: a base station, an evolved node B (base station), a home base station, an access point (AP) in a wireless fidelity (WIFI) system, a wireless relay node, a wireless backhaul node, a transmission point (TP) or a transmission and reception point (TRP), etc. It may also be a gNB in an NR system, or it may also be a component or a part of a base station. It should be understood that in the embodiments of the present disclosure, the specific technology and specific device form adopted by the network equipment are not limited.
- the network equipment may provide communication coverage for a specific geographical area, and may communicate with a terminal located in the coverage area (cell).
- the network equipment may also be a vehicle-mounted device.
- the terminal involved in the present disclosure may also be referred to as a terminal device, a user equipment (User Equipment, UE), a mobile station (Mobile Station, MS), a mobile terminal (Mobile Terminal, MT), etc., which is a device that provides voice and/or data connectivity to users.
- the terminal may be a handheld device with a wireless connection function, a vehicle-mounted device, etc.
- terminals are: a smart phone (Mobile Phone), a customer premises equipment (Customer Premise Equipment, CPE), a pocket computer (Pocket Personal Computer, PPC), a handheld computer, a personal digital assistant (Personal Digital Assistant, PDA), a laptop computer, a tablet computer, a wearable device, or a vehicle-mounted device, etc.
- the terminal device may also be a vehicle-mounted device.
- V2X vehicle-to-everything
- AI artificial intelligence
- the 3rd Generation Partnership Project (3GPP) has set up a research project on artificial intelligence technology in wireless air interfaces.
- the project aims to study the introduction of AI technology in wireless air interfaces.
- AI use cases may include: AI-based channel state information (CSI) enhancement, AI-based beam management, and AI-based positioning.
- CSI channel state information
- AI use cases can also be called AI features.
- AI-based communications communication operations are performed based on AI use cases to achieve a certain communication scenario.
- AI is used to predict channel information in the time domain.
- CSI channel state information
- Another example is AI-based beam management in the airspace.
- an AI feature is defined in the protocol.
- each AI use case is used in the communication process, and will correspond to different AI operations, and different AI operations correspond to different parameter configurations.
- the configuration for AI operations in the network can be common to all terminals, such as which AI use cases this cell supports, and which data sets are used in the cell to test AI models.
- AI function 1 supports the prediction of the representation (identity, ID) of the best beam
- AI function 2 supports the prediction of the best beam and the measurement results of the corresponding beam.
- the implementation of AI functions relies on AI models. Different AI functions may be implemented by different AI models. In addition, the number of AI models corresponding to a certain AI function is also different. This makes the parameters for the operation of AI functions or AI models different, such as the parameters for activating or switching AI functions or AI models.
- the present disclosure proposes a communication method to clearly configure the AI operation parameters so as to facilitate subsequent communication based on the AI operation parameters.
- a communication method proposed in one embodiment of the present disclosure broadcasts parameters for AI operation through broadcast information, so as to configure relevant communication operation parameters of AI based on the broadcast information.
- parameters for AI operation mentioned in the following embodiments of the present disclosure may include parameters for operating AI functions or parameters for operating AI models.
- the following embodiments refer to the parameters for operating AI functions as parameters for AI operation.
- AI use cases mentioned in the following embodiments of the present disclosure may also be referred to as AI use cases.
- the AI operation parameters carried in the broadcast information can be understood as parameters used for AI operation.
- the communication method provided by the embodiment of the present disclosure, for parameters used for AI operations includes at least one of the following: parameters for AI-based CSI enhancement operations, parameters for AI-based beam management operations, and parameters for AI-based positioning operations.
- parameters for AI operations involved in the following embodiments of the present disclosure include one or more parameters for AI-based CSI enhancement operations, parameters for AI-based beam management operations, and parameters for AI-based positioning operations.
- Fig. 2 is a flow chart of a communication method according to an exemplary embodiment. As shown in Fig. 2, the communication method, executed by a network device, includes the following steps:
- step S11 broadcast information is sent, and the broadcast information includes parameters for AI operation.
- the broadcast information includes parameters for AI operations
- the network device can configure the parameters for the AI to perform related communication operations through the broadcast information.
- multiple AI use cases can be sent based on one broadcast message or through multiple broadcast messages.
- the parameters used for AI operation include at least one of the following: a general parameter and a dedicated parameter.
- the general parameters can be understood as AI operations applicable to all AI feature instances, while the dedicated parameters are dedicated to the AI operations of a single AI feature instance.
- parameter A is applicable to AI operations of all current AI use cases, so operation A is considered a universal parameter.
- Parameter B is a parameter specific to AI operations of AI use case b, so parameter B is considered a dedicated parameter.
- the parameters used for AI operation include general parameters.
- the parameters used for AI operation include dedicated parameters.
- the parameters used for AI operation include general parameters and dedicated parameters.
- the parameters used for AI operation include cell parameters, and the cell is a cell that sends broadcast information.
- the cell parameters include at least one of the following: whether the cell supports AI feature use cases; configuration information corresponding to the cell; data distribution information of the cell; and AI model download information of the cell.
- the cell parameters used for AI operation in the embodiments of the present disclosure include whether the cell supports AI feature use cases.
- the cell parameters for AI operation may include at least one of the following: whether the cell supports AI-based CSI compression, whether the cell supports AI-based beam prediction, and whether the cell supports AI-based positioning.
- a network device in response to a cell supporting an AI feature use case, may indicate the type of a terminal.
- Fig. 3 is a flow chart of another communication method according to an exemplary embodiment. In one implementation of the embodiment of the present disclosure, as shown in Fig. 3, the following steps are included.
- step S21 first information is sent.
- the first information is used to indicate the terminal type to which the cell supports the AI feature use case.
- the terminal type includes a first type terminal or a second type terminal, and the first type communication terminal and the second type communication terminal have different communication capabilities.
- the capabilities of the terminal may be transceiver bandwidth, the number of transceiver antennas, the maximum number of bits of a transmission block, and processing time delay.
- the different capabilities of the terminals may be one or more of the transceiver bandwidth, the number of transceiver antennas, the maximum number of bits of a transmission block, and the processing time delay.
- the terminal type may include: a normal terminal, a NR-lite terminal.
- the first type of terminal may be an NR-lite terminal
- the second type of terminal may be a normal terminal.
- the cell parameters used for AI operation include configuration information corresponding to the cell.
- the configuration information corresponding to the cell used for AI operation includes at least one of the following: antenna configuration information; cell type information; and cell scene information.
- the antenna configuration information may include at least one of the following: cell user density, communication frequency band, and supported communication standards, etc.
- the cell type information may include at least one of the following: an indoor cell, an outdoor cell, an indoor-outdoor integrated cell, a macro cell, a micro cell, and a millimeter wave cell, etc.
- the scene information of the cell includes: urban scene, rural scene, indoor scene, transportation scene, home scene and other scenes.
- the cell parameters used for AI operation include AI model download information of the cell.
- the AI model download information for AI operation includes at least one of the following (i) to (iii):
- whether the cell provides AI model downloading includes at least one of the following situations: the cell provides an AI model available for downloading or the cell does not provide an AI model available for downloading.
- the community can provide model information for AI model downloads.
- model information that the cell can provide for AI model download includes: model identification or AI function, etc.
- the cell parameters used for AI operation include data distribution information of the cell.
- the data distribution information of the cell may be mathematical distribution characteristics corresponding to the data of the cell, including overall distribution and geometric distribution.
- the data distribution information of the cell includes: data set information for indicating the data distribution of the cell.
- the data distribution of the cell can be represented by data set information.
- the data set information is used to indicate the correspondence between the data set and the terminal type.
- the cell data distribution may be represented based on a data set, for example, the data in data set #1 is distributed as a whole, and the data in data set #2 is distributed geometrically.
- the data set information may include a correspondence between terminals and data sets, for example: using data set #1 for type A terminals and using data set #2 for type B terminals.
- the parameters used for AI operation in the embodiments of the present disclosure include data distribution information for indicating a cell, for example, data set information reflecting the data distribution of the cell, such as the ID of the data set.
- the data distribution information of the cell may be sent based on the system message.
- the data distribution information of the cell may further include data set information used for different terminals. For example, for a normal terminal, data set #1 is used, and for a terminal with reduced capabilities, data set #2 is used.
- the broadcast information including the AI operation parameters may be broadcast information dedicated to the AI operation, or may be broadcast information applicable to both the AI operation and the non-AI operation.
- the broadcast information is broadcast information dedicated to AI operations.
- the broadcast information contents are all related to AI operations.
- the broadcast information includes broadcast information of AI operation and broadcast information of non-AI operation.
- the broadcast information may include both content related to the AI operation and content unrelated to the AI operation.
- the AI operation corresponds to multiple AI feature use cases
- the broadcast information corresponding to the multiple AI feature use cases can be sent through one message, that is, the broadcast information corresponding to the multiple AI feature use cases is a single broadcast information.
- an AI operation corresponds to multiple AI feature use cases
- the broadcast information corresponding to the multiple AI feature use cases can be sent through different messages, that is, the broadcast information corresponding to the multiple AI feature use cases is multiple broadcast
- the number of the plurality of broadcast information is the same as or different from the number of the plurality of AI feature use cases.
- common parameters for CSI-related and beam management-related AI operations may be set and included in broadcast information with multiple-input multiple-output (MIMO) parameters.
- MIMO multiple-input multiple-output
- public parameters for CSI-related and beam management-related AI operations may be set in the broadcast information of MIMO parameters, and public parameters for positioning-related AI operations may be set and included in the broadcast information with positioning parameters.
- the broadcast information including the AI operation parameters may be sent periodically or based on demand.
- Demand-based sending can be understood as when a terminal needs to read the information, it sends a request message to the network device, and the network broadcasts only after receiving the request message.
- the implementation of sending broadcast information includes at least one of the following (a) and (b):
- the preset period may be in one of the following representation forms, including: absolute time, communication time unit, and AI processing time unit.
- absolute time includes seconds, milliseconds, microseconds, etc.
- the communication time units include: Orthogonal Frequency Division Multiplexing (OFDM) symbols, time slots, subslots, and sampling intervals of OFDM symbols.
- OFDM Orthogonal Frequency Division Multiplexing
- the AI time unit is used to describe the time unit of AI communication. It can be understood that the AI time unit is defined as the basic time unit used to measure AI processing tasks.
- the network device sends broadcast information in response to receiving a sending request sent by a terminal (which can also be understood as receiving a request information for requesting to send AI operation parameters).
- the embodiment of the present disclosure also provides a communication method executed by a terminal.
- AI operation parameters are configured based on broadcast information.
- FIG4 is a flow chart of a communication method according to an exemplary embodiment.
- the communication method is executed by a terminal and includes the following steps.
- step S31 broadcast information is received.
- the broadcast information includes parameters for AI operations.
- the broadcast information includes parameters for AI operation
- the terminal can receive the broadcast information to enable the network device to configure the relevant communication operation parameters for AI.
- the broadcast information received by the terminal in the embodiment of the present disclosure is the same as the broadcast information sent by the network device, and the scenario for the terminal to receive the broadcast information is similar to the scenario for the network device to send the broadcast information. Therefore, for the same scenario in the communication method, please refer to the relevant description in the embodiment of the above-mentioned terminal device, which will not be repeated here one by one.
- the parameters used for AI operations include: general parameters and/or special parameters; the general parameters are applicable to AI operations of all AI feature instances; and the special parameters are dedicated to AI operations of a single AI feature instance.
- the parameters used for AI operations include cell parameters of broadcast information; the cell parameters include at least one of the following: whether the cell supports AI feature use cases; configuration information corresponding to the cell; data distribution information of the cell; and AI model download information of the cell.
- Fig. 5 is a flow chart of another communication method according to an exemplary embodiment.
- receiving a cell parameter including a cell supporting an AI use case is implemented by the following steps.
- step S41 first information is received.
- the first information is used to indicate the terminal type to which the cell supports the AI feature use case.
- the terminal type includes a first type terminal or a second type terminal, and the first type communication terminal and the second type communication terminal have different communication capabilities.
- the configuration information corresponding to the cell includes at least one of the following: antenna configuration information; cell type information; and cell scene information.
- the AI model download information of the cell includes at least one of the following:
- whether the cell provides AI model downloading includes at least one of the following situations: the cell provides an AI model available for downloading or the cell does not provide an AI model available for downloading.
- the community can provide model information for AI model downloads.
- model information that the cell can provide for AI model download includes: model identification or AI function, etc.
- the data distribution information of a cell includes: data set information for indicating data distribution of the cell.
- the data set information is used to indicate the correspondence between the data set and the terminal type. Should relationship.
- the broadcast information includes broadcast information of AI operation and broadcast information of non-AI operation.
- the AI operation corresponds to multiple AI feature use cases
- the broadcast information corresponding to the multiple AI feature use cases is a single broadcast information, or multiple broadcast information.
- the implementation method of sending the broadcast information includes at least one of the following:
- the preset period may include at least one of the following representation forms: absolute time, communication time unit, and AI processing time unit.
- absolute time includes seconds, milliseconds, microseconds, etc.
- the communication time units include: Orthogonal Frequency Division Multiplexing (OFDM) symbols, time slots, subslots, and sampling intervals of OFDM symbols.
- OFDM Orthogonal Frequency Division Multiplexing
- the AI time unit is used to describe the time unit of AI communication. It can be understood that the AI time unit is defined as the basic time unit used to measure AI processing tasks.
- the communication method provided by the embodiment of the present disclosure is applicable to the implementation process of interaction between a terminal and a network device in a communication system.
- an embodiment of the present disclosure provides a communication system, which includes a terminal and a network device that execute the above communication method.
- FIG6 is a schematic diagram of a method interaction of a communication system shown in an exemplary embodiment of the present disclosure. As shown in FIG6 , the present disclosure embodiment relates to a communication system, and the method includes:
- Step S101 a network device sends broadcast information, and a terminal receives the broadcast information.
- the broadcast information includes parameters for AI operations.
- the parameters used for AI operation include cell parameters for sending broadcast information; the cell parameters include at least one of the following: whether the cell supports AI feature use cases; configuration information corresponding to the cell; data distribution information of the cell; and AI model download information of the cell.
- Step S102 the network device sends first information, and the terminal receives the first information.
- the first information is used to indicate the terminal type to which the cell supports the AI feature use case.
- the terminal type includes a first type terminal or a second type terminal, wherein the first type communication terminal The communication capabilities of the terminal and the second type of communication terminal are different.
- the first information is used to indicate the terminal type to which the cell supports the AI feature use case.
- the terminal type includes a first type terminal or a second type terminal, and the first type communication terminal and the second type communication terminal have different communication capabilities.
- the positioning measurement method involved in the embodiments of the present disclosure may include at least one of steps S101 to S102.
- step S101 can be implemented as an independent embodiment
- step S102 can be implemented as an independent embodiment
- step S101+step S102 can be implemented as an independent embodiment.
- the network device sending broadcast information in step S102+the network device sending the first information in step S102 can be implemented as an independent embodiment, but is not limited to this.
- the network device sending broadcast information and the terminal receiving broadcast information in step S101 can be exchanged in order or executed simultaneously.
- the network device sending the first information and the terminal receiving the first information in step S102 can be exchanged in order or executed simultaneously.
- step S102 is optional, and one or more of these steps can be omitted or replaced in different embodiments.
- the embodiment of the present disclosure also provides an AI communication device.
- Fig. 7 is a structural block diagram of a communication device according to an exemplary embodiment. As shown in Fig. 7 , an embodiment of the present disclosure provides a communication device.
- the communication device includes a sending unit 101 .
- Sending unit 101 used to send broadcast information, where the broadcast information includes parameters for artificial intelligence AI operations.
- the parameters used for AI operations include: general parameters and/or special parameters; general parameters are applicable to AI operations of all AI feature instances; special parameters are specific to AI operations of a single AI feature instance.
- the parameters used for AI operation include cell parameters for sending broadcast information; the cell parameters include at least one of the following: whether the cell supports AI feature use cases; configuration information corresponding to the cell; data distribution information of the cell; and AI model download information of the cell.
- the sending unit 101 is further used to send first information, where the first information is used to indicate the terminal type applicable to the cell supporting the AI feature use case; the terminal type includes a first type terminal or a second type terminal, and the first type communication terminal and the second type communication terminal have different communication capabilities.
- the configuration information corresponding to the cell includes at least one of the following: antenna configuration information; cell type information; and cell scenario information.
- the data distribution information of a cell includes: data set information for indicating data distribution of the cell.
- the broadcast information includes: data set information for indicating cell data distribution, where the data set information is used to indicate a correspondence between a data set and a terminal type.
- the AI model download information of the cell includes at least one of the following: whether the cell provides an AI model Download; the community can provide model information for AI model download; and the demand information of the terminal corresponding to the AI model.
- the broadcast information is broadcast information dedicated to AI operations.
- the broadcast information includes broadcast information of AI operations and broadcast information of non-AI operations.
- the AI operation corresponds to multiple AI feature use cases
- the broadcast information corresponding to the multiple AI feature use cases is a single broadcast information, or is multiple broadcast information.
- sending the broadcast information includes: sending based on a preset period; or sending in response to receiving a sending request.
- the embodiment of the present disclosure also provides an AI communication device.
- Fig. 8 is a structural block diagram showing a communication device according to an exemplary embodiment.
- an embodiment of the present disclosure provides a communication device, including a receiving unit 201 .
- Receiving unit 201 used to receive broadcast information, which includes parameters for artificial intelligence AI operations.
- the parameters used for AI operations include: general parameters and/or special parameters; general parameters are applicable to AI operations of all AI feature instances; special parameters are specific to AI operations of a single AI feature instance.
- the parameters used for AI operation include cell parameters of broadcast information; the cell parameters include at least one of the following: whether the cell supports AI feature use cases; configuration information corresponding to the cell; data distribution information of the cell; and AI model download information of the cell.
- the receiving unit 701 is further used to receive first information, where the first information is used to indicate the terminal type applicable to the cell supporting the AI feature use case; the terminal type includes a first type terminal or a second type terminal, and the first type communication terminal and the second type communication terminal have different communication capabilities.
- the configuration information corresponding to the cell includes at least one of the following: antenna configuration information; cell type information; and cell scenario information.
- the data distribution information of a cell includes: data set information for indicating data distribution of the cell.
- the broadcast information includes: data set information for indicating cell data distribution, where the data set information is used to indicate a correspondence between a data set and a terminal type.
- the AI model download information of the cell includes at least one of the following: whether the cell provides the AI model download; model information that the cell can provide for AI model download; and demand information of the terminal corresponding to the AI model.
- the broadcast information is broadcast information dedicated to AI operations.
- the broadcast information includes broadcast information of AI operations and broadcast information of non-AI operations.
- the AI operation corresponds to multiple AI feature use cases
- the broadcast information corresponding to the multiple AI feature use cases is a single broadcast information, or is multiple broadcast information.
- receiving broadcast information includes: receiving based on a preset period; or responding to a network device sending broadcast information reception.
- Fig. 9 is a schematic diagram of a communication device according to an exemplary embodiment.
- the device 300 may be any terminal such as a mobile phone, a computer, a digital broadcast terminal, a message transceiver device, a game console, a tablet device, a medical device, a fitness device, a personal digital assistant, etc.
- device 300 may include one or more of the following components: a processing component 302 , a memory 304 , a power component 306 , a multimedia component 308 , an audio component 310 , an input/output (I/O) interface 312 , a sensor component 314 , and a communication component 316 .
- a processing component 302 may include one or more of the following components: a processing component 302 , a memory 304 , a power component 306 , a multimedia component 308 , an audio component 310 , an input/output (I/O) interface 312 , a sensor component 314 , and a communication component 316 .
- a processing component 302 may include one or more of the following components: a processing component 302 , a memory 304 , a power component 306 , a multimedia component 308 , an audio component 310 , an input/output (I/O) interface 312 , a sensor component 314 , and a communication component
- the processing component 302 generally controls the overall operation of the device 300, such as operations associated with display, phone calls, data communications, camera operations, and recording operations.
- the processing component 302 may include one or more processors 320 to execute instructions to complete all or part of the steps of the above-mentioned method.
- the processing component 302 may include one or more modules to facilitate the interaction between the processing component 302 and other components.
- the processing component 302 may include a multimedia module to facilitate the interaction between the multimedia component 308 and the processing component 302.
- the memory 304 is configured to store various types of data to support operations on the device 300. Examples of such data include instructions for any application or method operating on the device 300, contact data, phone book data, messages, pictures, videos, etc.
- the memory 304 can be implemented by any type of volatile or non-volatile storage device or a combination thereof, such as static random access memory (SRAM), electrically erasable programmable read-only memory (EEPROM), erasable programmable read-only memory (EPROM), programmable read-only memory (PROM), read-only memory (ROM), magnetic memory, flash memory, magnetic disk or optical disk.
- SRAM static random access memory
- EEPROM electrically erasable programmable read-only memory
- EPROM erasable programmable read-only memory
- PROM programmable read-only memory
- ROM read-only memory
- magnetic memory flash memory
- flash memory magnetic disk or optical disk.
- the power component 306 provides power to the various components of the device 300.
- the power component 306 may include a power management system, one or more power supplies, and other components associated with generating, managing, and distributing power for the device 300.
- the multimedia component 308 includes a screen that provides an output interface between the device 300 and the user.
- the screen may include a liquid crystal display (LCD) and a touch panel (TP). If the screen includes a touch panel, the screen may be implemented as a touch screen to receive input signals from the user.
- the touch panel includes one or more touch sensors to sense touch, slide, and gestures on the touch panel. The touch sensor may not only sense the boundaries of the touch or slide action, but also detect the duration and pressure associated with the touch or slide operation.
- the multimedia component 308 includes a front camera and/or a rear camera. When the device 300 is in an operating mode, such as a shooting mode or a video mode, the front camera and/or the rear camera may receive external multimedia data. Each front camera and the rear camera may be a fixed optical lens system or have a focal length and optical zoom capability.
- the audio component 310 is configured to output and/or input audio signals.
- the audio component 310 includes a microphone (MIC), when the device 300 is in an operation mode, such as a call mode, a recording mode, and a speech recognition mode, the microphone is configured to receive an external audio signal.
- the received audio signal can be further stored in the memory 304 or sent via the communication component 316.
- the audio component 310 also includes a speaker for outputting an audio signal.
- I/O interface 312 provides an interface between processing component 302 and peripheral interface modules, such as keyboards, click wheels, buttons, etc. These buttons may include but are not limited to: a home button, a volume button, a start button, and a lock button.
- the sensor assembly 314 includes one or more sensors for providing various aspects of status assessment for the device 300.
- the sensor assembly 314 can detect the open/closed state of the device 300, the relative positioning of components, such as the display and keypad of the device 300, and the sensor assembly 314 can also detect the position change of the device 300 or a component of the device 300, the presence or absence of user contact with the device 300, the orientation or acceleration/deceleration of the device 300, and the temperature change of the device 300.
- the sensor assembly 314 may include a proximity sensor configured to detect the presence of nearby objects without any physical contact.
- the sensor assembly 314 may also include an optical sensor, such as a CMOS or CCD image sensor, for use in imaging applications.
- the sensor assembly 314 may also include an accelerometer, a gyroscope sensor, a magnetic sensor, a pressure sensor, or a temperature sensor.
- the communication component 316 is configured to facilitate wired or wireless communication between the device 300 and other devices.
- the device 300 can access a wireless network based on a communication standard, such as WiFi, 2G or 3G, or a combination thereof.
- the communication component 316 receives a broadcast signal or broadcast-related information from an external broadcast management system via a broadcast channel.
- the communication component 316 also includes a near field communication (NFC) module to facilitate short-range communication.
- the NFC module can be implemented based on radio frequency identification (RFID) technology, infrared data association (IrDA) technology, ultra-wideband (UWB) technology, Bluetooth (BT) technology and other technologies.
- RFID radio frequency identification
- IrDA infrared data association
- UWB ultra-wideband
- Bluetooth Bluetooth
- the device 300 may be implemented by one or more application-specific integrated circuits (ASICs), digital signal processors (DSPs), digital signal processing devices (DSPDs), programmable logic devices (PLDs), field programmable gate arrays (FPGAs), controllers, microcontrollers, microprocessors, or other electronic components to perform the above methods.
- ASICs application-specific integrated circuits
- DSPs digital signal processors
- DSPDs digital signal processing devices
- PLDs programmable logic devices
- FPGAs field programmable gate arrays
- controllers microcontrollers, microprocessors, or other electronic components to perform the above methods.
- a non-transitory computer-readable storage medium including instructions is also provided, such as a memory 304 including instructions, which can be executed by a processor 320 of the device 300 to perform the above method.
- the non-transitory computer-readable storage medium can be a ROM, a random access memory (RAM), a CD-ROM, a magnetic tape, a floppy disk, an optical data storage device, etc.
- FIG10 is a schematic diagram of another communication device according to an exemplary embodiment.
- device 400 may be provided as a base station or a server.
- device 400 includes a processing component 422, which further includes one or more processors, and a memory resource represented by a memory 432 for storing instructions executable by processing component 422, such as an application.
- the application stored in memory 432 may include one or more of each A module corresponding to a set of instructions.
- the processing component 422 is configured to execute instructions to perform the above method.
- the device 400 may also include a power supply component 426 configured to perform power management of the device 400, a wired or wireless network interface 450 configured to connect the device 400 to a network, and an input/output (I/O) interface 458.
- the device 400 may operate based on an operating system stored in the memory 432, such as Windows ServerTM, Mac OS XTM, UnixTM, LinuxTM, FreeBSDTM, or the like.
- a non-transitory computer-readable storage medium including instructions is also provided, such as a memory 432 including instructions, which can be executed by the processing component 422 of the device 400 to perform the above method.
- the non-transitory computer-readable storage medium can be a ROM, a random access memory (RAM), a CD-ROM, a magnetic tape, a floppy disk, an optical data storage device, etc.
- the terms communication method, information processing method, communication method, etc. can be replaced with each other, the terms communication device, information processing device, etc. can be replaced with each other, and the terms information processing system, communication system, etc. can be replaced with each other.
- each step in a certain embodiment can be implemented as an independent embodiment, and the steps can be arbitrarily combined.
- a solution after removing some steps in a certain embodiment can also be implemented as an independent embodiment, and the order of the steps in a certain embodiment can be arbitrarily exchanged.
- the optional implementation methods in a certain embodiment can be arbitrarily combined; in addition, the embodiments can be arbitrarily combined, for example, some or all of the steps of different embodiments can be arbitrarily combined, and a certain embodiment can be arbitrarily combined with the optional implementation methods of other embodiments.
- plural refers to two or more than two, and other quantifiers are similar thereto.
- “And/or” describes the association relationship of associated objects, indicating that three relationships may exist. For example, A and/or B may represent: A exists alone, A and B exist at the same time, and B exists alone.
- the character “/” generally indicates that the associated objects before and after are in an “or” relationship.
- the singular forms “a”, “the” and “the” are also intended to include plural forms, unless the context clearly indicates other meanings.
- first, second, etc. are used to describe various information, but these information should not be These terms are limited to these terms. These terms are only used to distinguish the same type of information from each other and do not indicate a specific order or importance. In fact, expressions such as “first” and “second” can be used interchangeably.
- first information can also be referred to as the second information
- second information can also be referred to as the first information.
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Abstract
Description
本公开涉及通信技术领域,尤其涉及一种通信方法、装置及存储介质。The present disclosure relates to the field of communication technology, and in particular to a communication method, device and storage medium.
近年来,人工智能(Artificial Intelligence,AI)技术在多个领域取得不断突破,AI技术正逐步与其他学科领域交叉渗透,为不同学科的发展提供了新的方向和方法。In recent years, artificial intelligence (AI) technology has made continuous breakthroughs in many fields. AI technology is gradually cross-penetrating into other disciplines, providing new directions and methods for the development of different disciplines.
相关技术中,第三代合作伙伴计划(3rd Generation Parntership Project,3GPP)中设立了关于人工智能技术在无线空口中的研究项目。该项目旨在研究在无线空口中引入AI技术,同时探讨AI技术如何对无线空口的传输技术进行辅助提高。In related technologies, the 3rd Generation Partnership Project (3GPP) has set up a research project on artificial intelligence technology in wireless air interfaces. The project aims to study the introduction of AI technology in wireless air interfaces and explore how AI technology can assist in improving the transmission technology of wireless air interfaces.
发明内容Summary of the invention
为克服相关技术中存在的问题,本公开提供一种通信方法、装置及存储介质。In order to overcome the problems existing in the related art, the present disclosure provides a communication method, device and storage medium.
根据本公开实施例的第一方面,提供一种通信方法,由网络设备执行,包括:According to a first aspect of an embodiment of the present disclosure, a communication method is provided, which is executed by a network device, and includes:
发送广播信息,所述广播信息中包括用于人工智能AI操作的参数。Send broadcast information, wherein the broadcast information includes parameters for artificial intelligence (AI) operations.
根据本公开实施例的第二方面,提供一种通信方法,由终端执行,包括:接收广播信息,所述广播信息中包括用于人工智能AI操作的参数。According to a second aspect of an embodiment of the present disclosure, a communication method is provided, which is executed by a terminal and includes: receiving broadcast information, wherein the broadcast information includes parameters for artificial intelligence (AI) operations.
根据本公开实施例的第三方面,提供一种通信装置,包括:发送单元,用于发送广播信息,所述广播信息中包括用于人工智能AI操作的参数。According to a third aspect of an embodiment of the present disclosure, a communication device is provided, including: a sending unit, configured to send broadcast information, wherein the broadcast information includes parameters for artificial intelligence (AI) operations.
根据本公开实施例的第四方面,提供一种通信装置,包括:接收单元,用于接收广播信息,所述广播信息中包括用于人工智能AI操作的参数。According to a fourth aspect of an embodiment of the present disclosure, a communication device is provided, including: a receiving unit, configured to receive broadcast information, wherein the broadcast information includes parameters for artificial intelligence (AI) operations.
根据本公开实施例的第五方面,提供一种通信装置,包括:处理器;用于存储处理器可执行指令的存储器;其中,所述处理器被配置为执行如本公开实施例第一方面中所述的通信方法。According to a fifth aspect of an embodiment of the present disclosure, a communication device is provided, comprising: a processor; a memory for storing processor executable instructions; wherein the processor is configured to execute the communication method as described in the first aspect of the embodiment of the present disclosure.
根据本公开实施例的第六方面,提供一种通信装置,包括:处理器;用于存储处理器可执行指令的存储器;其中,所述处理器被配置为执行如本公开实施例第二方面中所述的通信方法。According to the sixth aspect of an embodiment of the present disclosure, a communication device is provided, comprising: a processor; a memory for storing processor executable instructions; wherein the processor is configured to execute the communication method as described in the second aspect of the embodiment of the present disclosure.
本公开实施例的第七方面,提供一种存储介质,所述存储介质中存储有指令,当所述存储介质中的指令由网络设备的处理器执行时,使得网络设备能够执行本公开实施例第一方面中所述的通信方法。According to a seventh aspect of an embodiment of the present disclosure, a storage medium is provided, in which instructions are stored. When the instructions in the storage medium are executed by a processor of a network device, the network device is enabled to execute the communication method described in the first aspect of the embodiment of the present disclosure.
本公开实施例的第八方面,提供一种存储介质,所述存储介质中存储有指令,当所述存储介质中的指令由终端的处理器执行时,使得终端能够执行本公开实施例第二方面中所 述的方法。In an eighth aspect of the embodiments of the present disclosure, a storage medium is provided, wherein instructions are stored in the storage medium. When the instructions in the storage medium are executed by a processor of a terminal, the terminal is enabled to execute the second aspect of the embodiments of the present disclosure. The method described.
根据本公开实施例的第九方面,提供一种人工智能通信系统,系统包括:网络设备,用于执行第一方面中所述的方法;终端,用于执行第二方面中所述的方法。According to a ninth aspect of an embodiment of the present disclosure, an artificial intelligence communication system is provided, the system comprising: a network device, used to execute the method described in the first aspect; and a terminal, used to execute the method described in the second aspect.
本公开的实施例提供的技术方案可以包括以下有益效果:通过发送包括用于AI操作参数的广播信息,实现对AI操作的控制。The technical solution provided by the embodiments of the present disclosure may include the following beneficial effects: controlling the AI operation is achieved by sending broadcast information including parameters for the AI operation.
应当理解的是,以上的一般描述和后文的细节描述仅是示例性和解释性的,并不能限制本公开。It is to be understood that the foregoing general description and the following detailed description are exemplary and explanatory only and are not restrictive of the present disclosure.
此处的附图被并入说明书中并构成本说明书的一部分,示出了符合本公开的实施例,并与说明书一起用于解释本公开的原理。The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate embodiments consistent with the present disclosure and, together with the description, serve to explain the principles of the present disclosure.
图1是根据一示例性实施例示出的一种无线通信系统的示意图。Fig. 1 is a schematic diagram showing a wireless communication system according to an exemplary embodiment.
图2是根据一示例性实施例示出的一种通信方法的流程图。Fig. 2 is a flow chart showing a communication method according to an exemplary embodiment.
图3是根据一示例性实施例示出的另一种通信方法的流程图。Fig. 3 is a flow chart showing another communication method according to an exemplary embodiment.
图4是根据一示例性实施例示出的一种通信方法的流程图。Fig. 4 is a flow chart showing a communication method according to an exemplary embodiment.
图5是根据一示例性实施例示出的另一种通信方法的流程图。Fig. 5 is a flow chart showing another communication method according to an exemplary embodiment.
图6是根据一示例性实施例示出的一种通信装置的框图。Fig. 6 is a block diagram showing a communication device according to an exemplary embodiment.
图7是根据一示例性实施例示出的一种通信系统的交互示意图。Fig. 7 is a schematic diagram showing interaction of a communication system according to an exemplary embodiment.
图8是根据一示例性实施例示出的一种通信装置的框图。Fig. 8 is a block diagram showing a communication device according to an exemplary embodiment.
图9是根据一示例性实施例示出的一种用于AI通信的装置框图。Fig. 9 is a block diagram of a device for AI communication according to an exemplary embodiment.
图10是根据一示例性实施例示出的一种用于AI通信的装置框图。Fig. 10 is a block diagram of a device for AI communication according to an exemplary embodiment.
这里将详细地对示例性实施例进行说明,其示例表示在附图中。下面的描述涉及附图时,除非另有表示,不同附图中的相同数字表示相同或相似的要素。以下示例性实施例中所描述的实施方式并不代表与本公开相一致的所有实施方式。Here, exemplary embodiments will be described in detail, examples of which are shown in the accompanying drawings. When the following description refers to the drawings, unless otherwise indicated, the same numbers in different drawings represent the same or similar elements. The implementations described in the following exemplary embodiments do not represent all implementations consistent with the present disclosure.
本公开实施例的通信方法可以应用于图1所示的无线通信系统中。参阅图1所示,该无线通信系统中包括网络设备和终端。终端通过无线资源与网络设备相连接,并进行数据传输。The communication method of the embodiment of the present disclosure can be applied to the wireless communication system shown in Figure 1. Referring to Figure 1, the wireless communication system includes a network device and a terminal. The terminal is connected to the network device through wireless resources and performs data transmission.
可以理解的是,图1所示的无线通信系统仅是进行示意性说明,无线通信系统中还可包括其它网络设备,例如还可以包括核心网络设备、无线中继设备和无线回传设备等,在图1中未画出。本公开实施例对该无线通信系统中包括的网络设备数量和终端数量不做限 定。It is understandable that the wireless communication system shown in FIG1 is only for schematic illustration, and the wireless communication system may also include other network devices, such as core network devices, wireless relay devices, and wireless backhaul devices, which are not shown in FIG1. The embodiments of the present disclosure do not limit the number of network devices and terminals included in the wireless communication system. Certainly.
进一步可以理解的是,本公开实施例无线通信系统,是一种提供无线通信功能的网络。无线通信系统可以采用不同的通信技术,例如码分多址(code division multiple access,CDMA)、宽带码分多址(wideband code division multiple access,WCDMA)、时分多址(time division multiple access,TDMA)、频分多址(frequency division multiple access,FDMA)、正交频分多址(orthogonal frequency-division multiple access,OFDMA)、单载波频分多址(single Carrier FDMA,SC-FDMA)、载波侦听多路访问/冲突避免(Carrier Sense Multiple Access with CollisionAvoidance)。根据不同网络的容量、速率、时延等因素可以将网络分为2G(英文:generation)网络、3G网络、4G网络或者未来演进网络,如5G网络,5G网络也可称为是新无线网络(New Radio,NR)。为了方便描述,本公开有时会将无线通信网络简称为网络。It can be further understood that the wireless communication system of the embodiment of the present disclosure is a network that provides wireless communication functions. The wireless communication system can adopt different communication technologies, such as code division multiple access (code division multiple access, CDMA), wideband code division multiple access (wideband code division multiple access, WCDMA), time division multiple access (time division multiple access, TDMA), frequency division multiple access (frequency division multiple access, FDMA), orthogonal frequency division multiple access (orthogonal frequency-division multiple access, OFDMA), single carrier frequency division multiple access (single carrier FDMA, SC-FDMA), carrier sense multiple access/collision avoidance (Carrier Sense Multiple Access with Collision Avoidance). According to the capacity, rate, delay and other factors of different networks, the network can be divided into 2G (English: generation) network, 3G network, 4G network or future evolution network, such as 5G network, 5G network can also be called new wireless network (New Radio, NR). For the convenience of description, the present disclosure sometimes simply refers to a wireless communication network as a network.
进一步的,本公开中涉及的网络设备也可以称为无线接入网设备。该无线接入网设备可以是:基站、演进型基站(evolved node B,基站)、家庭基站、无线保真(wireless fidelity,WIFI)系统中的接入点(access point,AP)、无线中继节点、无线回传节点、传输点(transmission point,TP)或者发送接收点(transmission and reception point,TRP)等,还可以为NR系统中的gNB,或者,还可以是构成基站的组件或一部分设备等。应理解,本公开的实施例中,对网络设备所采用的具体技术和具体设备形态不做限定。在本公开中,网络设备可以为特定的地理区域提供通信覆盖,并且可以与位于该覆盖区域(小区)内的终端进行通信。此外,当为车联网(V2X)通信系统时,网络设备还可以是车载设备。Further, the network equipment involved in the present disclosure may also be referred to as a wireless access network equipment. The wireless access network equipment may be: a base station, an evolved node B (base station), a home base station, an access point (AP) in a wireless fidelity (WIFI) system, a wireless relay node, a wireless backhaul node, a transmission point (TP) or a transmission and reception point (TRP), etc. It may also be a gNB in an NR system, or it may also be a component or a part of a base station. It should be understood that in the embodiments of the present disclosure, the specific technology and specific device form adopted by the network equipment are not limited. In the present disclosure, the network equipment may provide communication coverage for a specific geographical area, and may communicate with a terminal located in the coverage area (cell). In addition, when it is a vehicle-to-everything (V2X) communication system, the network equipment may also be a vehicle-mounted device.
进一步的,本公开中涉及的终端,也可以称为终端设备、用户设备(User Equipment,UE)、移动台(Mobile Station,MS)、移动终端(Mobile Terminal,MT)等,是一种向用户提供语音和/或数据连通性的设备,例如,终端可以是具有无线连接功能的手持式设备、车载设备等。目前,一些终端的举例为:智能手机(Mobile Phone)、客户前置设备(Customer Premise Equipment,CPE),口袋计算机(Pocket Personal Computer,PPC)、掌上电脑、个人数字助理(Personal Digital Assistant,PDA)、笔记本电脑、平板电脑、可穿戴设备、或者车载设备等。此外,当为车联网(V2X)通信系统时,终端设备还可以是车载设备。应理解,本公开实施例对终端所采用的具体技术和具体设备形态不做限定。Furthermore, the terminal involved in the present disclosure may also be referred to as a terminal device, a user equipment (User Equipment, UE), a mobile station (Mobile Station, MS), a mobile terminal (Mobile Terminal, MT), etc., which is a device that provides voice and/or data connectivity to users. For example, the terminal may be a handheld device with a wireless connection function, a vehicle-mounted device, etc. At present, some examples of terminals are: a smart phone (Mobile Phone), a customer premises equipment (Customer Premise Equipment, CPE), a pocket computer (Pocket Personal Computer, PPC), a handheld computer, a personal digital assistant (Personal Digital Assistant, PDA), a laptop computer, a tablet computer, a wearable device, or a vehicle-mounted device, etc. In addition, when it is a vehicle-to-everything (V2X) communication system, the terminal device may also be a vehicle-mounted device. It should be understood that the embodiments of the present disclosure do not limit the specific technology and specific device form adopted by the terminal.
近年来,人工智能(Artificial Intelligence,AI)技术在多个领域取得不断突破,AI技术正逐步与其他学科领域交叉渗透,为不同学科的发展提供了新的方向和方法。In recent years, artificial intelligence (AI) technology has made continuous breakthroughs in many fields. AI technology is gradually cross-penetrating into other disciplines, providing new directions and methods for the development of different disciplines.
相关技术中,第三代合作伙伴计划(3rd Generation Parntership Project,3GPP)中设立了关于人工智能技术在无线空口中的研究项目。该项目旨在研究在无线空口中引入AI技 术,同时探讨AI技术如何对无线空口的传输技术进行辅助提高。In the related technologies, the 3rd Generation Partnership Project (3GPP) has set up a research project on artificial intelligence technology in wireless air interfaces. The project aims to study the introduction of AI technology in wireless air interfaces. At the same time, we will explore how AI technology can assist in improving the transmission technology of wireless air interfaces.
在对AI通信的研究中,AI的用例可以包括:基于AI的信道状态信息(Channel State Information,CSI)增强、基于AI的波束管理以及基于AI的定位等。In the research on AI communications, AI use cases may include: AI-based channel state information (CSI) enhancement, AI-based beam management, and AI-based positioning.
可以理解的是,AI用例也可以称为AI feature。基于AI的通信中,基于AI用例进行通信操作,达到某种目的通信场景。例如使用AI来预测时域的信道信息。例如,基于AI的信道状态信息(Channel State Information,CSI)压缩。再例如基于AI来进行空域的波束管理等。通常一个AI feature会在协议里进行定义。It is understandable that AI use cases can also be called AI features. In AI-based communications, communication operations are performed based on AI use cases to achieve a certain communication scenario. For example, AI is used to predict channel information in the time domain. For example, AI-based channel state information (CSI) compression. Another example is AI-based beam management in the airspace. Usually an AI feature is defined in the protocol.
可以理解的是,在上述用例中,每个AI用例用于通信过程,会对应不同AI操作,不同AI操作对应不同的参数配置。并且由于应用案例的不同,其中在当前的通信网络中,网络中针对AI操作的配置,可以是针对所有终端通用的,例如这个小区支持哪些AI用例,小区中用于测试AI模型的数据集是哪些。It is understandable that in the above use cases, each AI use case is used in the communication process, and will correspond to different AI operations, and different AI operations correspond to different parameter configurations. And due to the different application cases, in the current communication network, the configuration for AI operations in the network can be common to all terminals, such as which AI use cases this cell supports, and which data sets are used in the cell to test AI models.
在一些场景中,针对某个AI用例,会定义多个AI功能,例如针对波束增强,AI功能1支持预测最佳波束的表示(identity,ID),AI功能2支持预测最佳波束以及对应波束的测量结果。针对AI功能的实现是依靠AI模型(AI model)来实现的。针对不同的AI功能,可能是不同的AI模型来实现的。另外,某个AI功能所对应的AI模型的个数也不相同。这就使得对于AI功能或AI模型操作的参数也不同,例如激活或切换AI功能或AI模型的参数也不相同。In some scenarios, multiple AI functions are defined for a certain AI use case. For example, for beam enhancement, AI function 1 supports the prediction of the representation (identity, ID) of the best beam, and AI function 2 supports the prediction of the best beam and the measurement results of the corresponding beam. The implementation of AI functions relies on AI models. Different AI functions may be implemented by different AI models. In addition, the number of AI models corresponding to a certain AI function is also different. This makes the parameters for the operation of AI functions or AI models different, such as the parameters for activating or switching AI functions or AI models.
相关技术中,在目前的通信网络中,并没有明确对于通信中,如何对AI操作的参数进行配置。In the related art, in the current communication network, it is not clear how to configure the parameters of AI operations during communication.
基于此,本公开提出了一种通信方法,明确对AI操作参数的配置,以便后续基于该AI操作的参数,进行通信。Based on this, the present disclosure proposes a communication method to clearly configure the AI operation parameters so as to facilitate subsequent communication based on the AI operation parameters.
本公开一种实施方式中提出的一种通信方法,通过广播信息广播用于AI操作的参数,以实现基于广播信息对AI进行相关通信操作参数的配置。A communication method proposed in one embodiment of the present disclosure broadcasts parameters for AI operation through broadcast information, so as to configure relevant communication operation parameters of AI based on the broadcast information.
需要说明的是,本公开下述实施例所提及的用于AI操作的参数,可以包括用于操作AI功能的参数,也可以包括用于操作AI模型的参数。为描述方便,下述实施例将用于操作AI功能的参数称作为用于AI操作的参数。It should be noted that the parameters for AI operation mentioned in the following embodiments of the present disclosure may include parameters for operating AI functions or parameters for operating AI models. For ease of description, the following embodiments refer to the parameters for operating AI functions as parameters for AI operation.
需要说明的是,本公开下述实施例所提及就的用于AI操作的参数,按照适用范围可以分为通用参数以及专用参数。It should be noted that the parameters used for AI operations mentioned in the following embodiments of the present disclosure can be divided into general parameters and special parameters according to the scope of application.
可以理解的是,对于下述实施例中所提及的用于AI操作的参数,具体属于通用参数或者专用参数可以根据实际应用场景进行调整。It can be understood that the parameters for AI operations mentioned in the following embodiments, specifically general parameters or dedicated parameters, can be adjusted according to actual application scenarios.
需要说明的是,本公开下述实施例中所提及的AI特征用例,也可以称为AI用例。 It should be noted that the AI feature use cases mentioned in the following embodiments of the present disclosure may also be referred to as AI use cases.
示例性的,本公开实施例提供的通信方法,对于广播信息携带的AI操作参数,可以理解为时用于AI操作的参数。Exemplarily, in the communication method provided by the embodiment of the present disclosure, the AI operation parameters carried in the broadcast information can be understood as parameters used for AI operation.
示例性的,本公开实施例提供的通信方法,对于用于AI操作的参数,包括以下至少一种:用于基于AI的CSI增强操作的参数、用于基于AI的波束管理操作的参数以及用于基于AI定位操作的参数。Exemplarily, the communication method provided by the embodiment of the present disclosure, for parameters used for AI operations, includes at least one of the following: parameters for AI-based CSI enhancement operations, parameters for AI-based beam management operations, and parameters for AI-based positioning operations.
进一步需要说明的是,本公开以下各实施例中涉及的用于AI操作的参数包括用于基于AI的CSI增强操作的参数、用于基于AI的波束管理操作的参数以及用于基于AI定位操作的参数的一项或多项。It should be further explained that the parameters for AI operations involved in the following embodiments of the present disclosure include one or more parameters for AI-based CSI enhancement operations, parameters for AI-based beam management operations, and parameters for AI-based positioning operations.
图2是根据一示例性实施例示出的一种通信方法的流程图。如图2所示,通信方法,由网络设备执行,包括以下步骤:Fig. 2 is a flow chart of a communication method according to an exemplary embodiment. As shown in Fig. 2, the communication method, executed by a network device, includes the following steps:
在步骤S11中,发送广播信息。广播信息中包括用于AI操作的参数。In step S11, broadcast information is sent, and the broadcast information includes parameters for AI operation.
本公开实施例中,在广播信息中包括用于AI操作的参数,网络设备可以实现通过广播信息对AI进行相关通信操作的参数进行配置。In the embodiment of the present disclosure, the broadcast information includes parameters for AI operations, and the network device can configure the parameters for the AI to perform related communication operations through the broadcast information.
本公开实施例提供的通信方法中,多个AI用例可以基于一个广播消息发送,也可以通过多个广播消息发送。In the communication method provided by the embodiment of the present disclosure, multiple AI use cases can be sent based on one broadcast message or through multiple broadcast messages.
本公开实施例的一种实施方式中,用于AI操作的参数包括以下至少一项:通用参数、专用参数。In one implementation of the embodiment of the present disclosure, the parameters used for AI operation include at least one of the following: a general parameter and a dedicated parameter.
在本公开实施例中,通用参数可以理解为适用于所有AI特征实例的AI操作。专用参数被专用于单一AI特征实例的AI操作。In the embodiments of the present disclosure, the general parameters can be understood as AI operations applicable to all AI feature instances, while the dedicated parameters are dedicated to the AI operations of a single AI feature instance.
示例性的,参数A,可适用于当前全部AI用例的AI操作,那么操作A则被认为是通用参数。参数B,为专用于AI用例b的AI操作的参数,那么参数B被认为是专用参数。For example, parameter A is applicable to AI operations of all current AI use cases, so operation A is considered a universal parameter. Parameter B is a parameter specific to AI operations of AI use case b, so parameter B is considered a dedicated parameter.
在本公开实施例中,用于AI操作的参数包括通用参数。In the embodiment of the present disclosure, the parameters used for AI operation include general parameters.
在本公开实施例中,用于AI操作的参数包括专用参数。In the embodiment of the present disclosure, the parameters used for AI operation include dedicated parameters.
在本公开实施例中,用于AI操作的参数包括通用参数和专用参数。In the embodiment of the present disclosure, the parameters used for AI operation include general parameters and dedicated parameters.
在本公开实施例的一种实施方式中,用于AI操作的参数包括小区参数,该小区为发送广播信息的小区。In one implementation of the embodiments of the present disclosure, the parameters used for AI operation include cell parameters, and the cell is a cell that sends broadcast information.
在本公开实施例中,小区参数包括以下至少一项:小区是否支持AI特征用例;小区对应的配置信息;小区的数据分布信息;以及小区的AI模型下载信息。In an embodiment of the present disclosure, the cell parameters include at least one of the following: whether the cell supports AI feature use cases; configuration information corresponding to the cell; data distribution information of the cell; and AI model download information of the cell.
示例性的,本公开实施例中用于AI操作的小区参数包括小区是否支持AI特征用例。Exemplarily, the cell parameters used for AI operation in the embodiments of the present disclosure include whether the cell supports AI feature use cases.
用于AI操作的小区参数可以包括以下至少一项:小区是否支持基于AI的CSI压缩、小区是否支持基于AI的波束预测以及小区是否支持基于AI的定位。 The cell parameters for AI operation may include at least one of the following: whether the cell supports AI-based CSI compression, whether the cell supports AI-based beam prediction, and whether the cell supports AI-based positioning.
本公开实施例提供的一种通信方法中,响应于小区支持AI特征用例,网络设备可以指示终端的类型。In a communication method provided by an embodiment of the present disclosure, in response to a cell supporting an AI feature use case, a network device may indicate the type of a terminal.
图3是根据一示例性实施例示出的又一种通信方法的流程图。本公开实施例的一种实施方式中,如图3所示,包括以下步骤。Fig. 3 is a flow chart of another communication method according to an exemplary embodiment. In one implementation of the embodiment of the present disclosure, as shown in Fig. 3, the following steps are included.
在步骤S21中,发送第一信息。第一信息用于指示小区支持AI特征用例适用的终端类型。In step S21, first information is sent. The first information is used to indicate the terminal type to which the cell supports the AI feature use case.
在本公开实施例中,终端类型包括第一类型终端或第二类型终端,第一类型通信终端和第二类型通信终端通信能力不同。例如终端的能力可以是收发带宽、收发天线数量、传输块的最大比特数、以及处理时间延迟等。终端的能力不同可以是收发带宽、收发天线数量、传输块的最大比特数、以及处理时间延迟中的一项或多项不同。In the embodiment of the present disclosure, the terminal type includes a first type terminal or a second type terminal, and the first type communication terminal and the second type communication terminal have different communication capabilities. For example, the capabilities of the terminal may be transceiver bandwidth, the number of transceiver antennas, the maximum number of bits of a transmission block, and processing time delay. The different capabilities of the terminals may be one or more of the transceiver bandwidth, the number of transceiver antennas, the maximum number of bits of a transmission block, and the processing time delay.
示例性的,终端类型可以包括:普通终端(normal终端),能力简化终端(NR-lite终端)。一示例中,第一类型终端可以是NR-lite终端,第二类型终端可以是normal终端。Exemplarily, the terminal type may include: a normal terminal, a NR-lite terminal. In one example, the first type of terminal may be an NR-lite terminal, and the second type of terminal may be a normal terminal.
在本公开实施例的一种实施方式中,用于AI操作的小区参数包括小区对应的配置信息。In one implementation of the embodiments of the present disclosure, the cell parameters used for AI operation include configuration information corresponding to the cell.
示例性的,用于AI操作的小区对应的配置信息包括以下至少一项:天线配置信息;小区类型信息;以及小区的场景信息。Exemplarily, the configuration information corresponding to the cell used for AI operation includes at least one of the following: antenna configuration information; cell type information; and cell scene information.
示例性的,天线配置信息可以包括以下至少一项:小区用户密度、通信频段以及所支持的通信标准等。Exemplarily, the antenna configuration information may include at least one of the following: cell user density, communication frequency band, and supported communication standards, etc.
示例性的,小区类型信息可以包括以下至少一项:室内小区、室外小区、室内外一体化小区、宏小区、微小区以及毫米波小区等。Exemplarily, the cell type information may include at least one of the following: an indoor cell, an outdoor cell, an indoor-outdoor integrated cell, a macro cell, a micro cell, and a millimeter wave cell, etc.
示例性的,小区的场景信息包括:市区场景、农村场景、室内场景、运输场景、家庭场景以及其他场景等。Exemplarily, the scene information of the cell includes: urban scene, rural scene, indoor scene, transportation scene, home scene and other scenes.
在本公开实施例的一种实施方式中,用于AI操作的小区参数包括小区的AI模型下载信息。In one implementation of the embodiments of the present disclosure, the cell parameters used for AI operation include AI model download information of the cell.
示例性的,用于AI操作的AI模型下载信息包括以下(一)至(三)中至少一项:Exemplarily, the AI model download information for AI operation includes at least one of the following (i) to (iii):
(一)小区是否提供AI模型下载。(1) Whether the community provides AI model downloads.
示例性的,小区是否提供AI模型下载包括以下至少一种情况:小区提供可用于下载的AI模型或小区不提供可用于下载的AI模型。Exemplarily, whether the cell provides AI model downloading includes at least one of the following situations: the cell provides an AI model available for downloading or the cell does not provide an AI model available for downloading.
(二)小区能够提供AI模型下载的模型信息。(2) The community can provide model information for AI model downloads.
示例性的,小区能够提供AI模型下载的模型信息包括:模型标识或AI功能等。Exemplarily, the model information that the cell can provide for AI model download includes: model identification or AI function, etc.
(三)AI模型对应终端的需求信息。 (3) AI model corresponds to the terminal’s demand information.
在本公开实施例的一种实施方式中,用于AI操作的小区参数包括小区的数据分布信息。In one implementation of the embodiments of the present disclosure, the cell parameters used for AI operation include data distribution information of the cell.
示例性的,小区的数据分布信息可以为小区的数据对应的数学分布特征,包括:整体分布以及几何分布等。Exemplarily, the data distribution information of the cell may be mathematical distribution characteristics corresponding to the data of the cell, including overall distribution and geometric distribution.
本公开实施例一种实施方式中,小区的数据分布信息包括:用于表示小区数据分布的数据集信息。In one implementation of the embodiment of the present disclosure, the data distribution information of the cell includes: data set information for indicating the data distribution of the cell.
可以理解的是,小区的数据分布,可以通过数据集信息表示。It can be understood that the data distribution of the cell can be represented by data set information.
在本公开实施例的一种实施方式中,数据集信息用于表示数据集与终端类型之间的对应关系。In one implementation of the embodiment of the present disclosure, the data set information is used to indicate the correspondence between the data set and the terminal type.
示例性的,小区数据分布可以基于数据集表示。例如,数据集#1中的数据呈整体分布、数据集#2中的数据呈几何分布。Exemplarily, the cell data distribution may be represented based on a data set, for example, the data in data set #1 is distributed as a whole, and the data in data set #2 is distributed geometrically.
示例性的,数据集信息可以包括终端与数据集之间的对应关系,例如:针对A类型终端使用数据集#1,针对B类型终端使用数据集#2。Exemplarily, the data set information may include a correspondence between terminals and data sets, for example: using data set #1 for type A terminals and using data set #2 for type B terminals.
示例性的,本公开实施例中用于AI操作的参数包括用于指示小区的数据分布信息,例如可以指示体现小区数据分布的数据集信息,例如数据集的ID。Exemplarily, the parameters used for AI operation in the embodiments of the present disclosure include data distribution information for indicating a cell, for example, data set information reflecting the data distribution of the cell, such as the ID of the data set.
其中,小区的数据分布信息可以基于系统消息发送。响应于系统消息中包含小区的数据分布信息,该小区的数据分布细心还可进一步包括针对不同终端所使用的数据集信息。例如针对正常终端,使用数据集#1,针对能力简化终端,使用数据集#2。The data distribution information of the cell may be sent based on the system message. In response to the system message including the data distribution information of the cell, the data distribution information of the cell may further include data set information used for different terminals. For example, for a normal terminal, data set #1 is used, and for a terminal with reduced capabilities, data set #2 is used.
本公开实施例提供的通信方法中,包括AI操作参数的广播信息可以是专用于AI操作的广播信息,也可以是适用于AI操作和非AI操作的广播信息。In the communication method provided by the embodiment of the present disclosure, the broadcast information including the AI operation parameters may be broadcast information dedicated to the AI operation, or may be broadcast information applicable to both the AI operation and the non-AI operation.
在本公开实施例的一种实施方式中,广播信息为专用于AI操作的广播信息。In one implementation of the embodiment of the present disclosure, the broadcast information is broadcast information dedicated to AI operations.
示例性的,广播信息内容均与AI操作相关。Exemplarily, the broadcast information contents are all related to AI operations.
在本公开实施例的一种实施方式中,广播信息包括AI操作的广播信息和非AI操作的广播信息。In one implementation of the embodiment of the present disclosure, the broadcast information includes broadcast information of AI operation and broadcast information of non-AI operation.
示例性的,广播信息可以既包括与AI操作相关的内容也可以包括与AI操作无关的内容。Exemplarily, the broadcast information may include both content related to the AI operation and content unrelated to the AI operation.
在本公开实施例的一种实施方式中,AI操作对应多个AI特征用例,多个AI特征用例对应的广播信息可以通过一个信息发送,即多个AI特征用例对应的广播信息为单一广播信息。In one implementation of the embodiments of the present disclosure, the AI operation corresponds to multiple AI feature use cases, and the broadcast information corresponding to the multiple AI feature use cases can be sent through one message, that is, the broadcast information corresponding to the multiple AI feature use cases is a single broadcast information.
在本公开实施例的一种实施方式中,AI操作对应多个AI特征用例,多个AI特征用例对应的广播信息可以通过不同信息发送,即多个AI特征用例对应的广播信息为多个广播 信息。其中,多个广播信息的数量与多个AI特征用例的数量相同或不同。In one implementation of the present disclosure, an AI operation corresponds to multiple AI feature use cases, and the broadcast information corresponding to the multiple AI feature use cases can be sent through different messages, that is, the broadcast information corresponding to the multiple AI feature use cases is multiple broadcast The number of the plurality of broadcast information is the same as or different from the number of the plurality of AI feature use cases.
示例性的,可以设定CSI相关以及波束管理相关的AI操作的公共参数,包含在带有多输入多输出(Multiple-Input Multiple-Output,MIMO)参数的广播信息中。Exemplarily, common parameters for CSI-related and beam management-related AI operations may be set and included in broadcast information with multiple-input multiple-output (MIMO) parameters.
示例性的,可以设定CSI相关以及波束管理相关的AI操作的公共参数,MIMO参数的广播信息中,并且设定定位相关的AI操作的公共参数,包含在带有定位参数的广播信息中。Exemplarily, public parameters for CSI-related and beam management-related AI operations may be set in the broadcast information of MIMO parameters, and public parameters for positioning-related AI operations may be set and included in the broadcast information with positioning parameters.
本公开实施例提供的通信方法中,包括AI操作参数的广播信息可以是周期性发送,也可以是基于需求发送。In the communication method provided by the embodiment of the present disclosure, the broadcast information including the AI operation parameters may be sent periodically or based on demand.
其中,基于需求发送可以理解为是当终端需要读取这个信息时,向网络设备发送请求信息,网络收到请求信息后才进行广播。Demand-based sending can be understood as when a terminal needs to read the information, it sends a request message to the network device, and the network broadcasts only after receiving the request message.
在本公开实施例的一种实施方式中,发送广播信息实现方式包括以下(a)和(b)至少一种:In one implementation of the embodiment of the present disclosure, the implementation of sending broadcast information includes at least one of the following (a) and (b):
(a)基于预设周期发送。(a) Sent based on a preset period.
示例性的,预设周期可以为包括以下一种表示形式,包括:绝对时间,通信时间单元以及AI处理时间单元。Exemplarily, the preset period may be in one of the following representation forms, including: absolute time, communication time unit, and AI processing time unit.
进一步的,绝对时间包括:秒、毫秒、微秒等。Furthermore, absolute time includes seconds, milliseconds, microseconds, etc.
通信时间单元包括:(Orthogonal Frequency Division Multiplexing,OFDM)符号、时隙(slot)、子时隙(subslot)以及OFDM符号的采样间隔等。The communication time units include: Orthogonal Frequency Division Multiplexing (OFDM) symbols, time slots, subslots, and sampling intervals of OFDM symbols.
AI时间单元用于描述AI通信的时间单位。可以理解的是,AI时间单元通过定义得到,是用于衡量AI处理任务的基本时间单元。The AI time unit is used to describe the time unit of AI communication. It can be understood that the AI time unit is defined as the basic time unit used to measure AI processing tasks.
(b)响应于接收到发送需求发送。(b) Sending in response to receiving a sending request.
示例性的,网络设备响应于接收到终端发送的发送需求(也可以理解为是收到请求发送AI操作参数的请求信息),发送广播信息。Exemplarily, the network device sends broadcast information in response to receiving a sending request sent by a terminal (which can also be understood as receiving a request information for requesting to send AI operation parameters).
需要说明的是,本领域内技术人员可以理解,本公开实施例上述涉及的各种实施方式/实施例中可以配合前述的实施例使用,也可以是独立使用。无论是单独使用还是配合前述的实施例一起使用,其实现原理类似。本公开实施中,部分实施例中是以一起使用的实施方式进行说明的。当然,本领域内技术人员可以理解,这样的举例说明并非对本公开实施例的限定。It should be noted that those skilled in the art can understand that the various implementation methods/embodiments involved in the embodiments of the present disclosure can be used in conjunction with the aforementioned embodiments or can be used independently. Whether used alone or in conjunction with the aforementioned embodiments, the implementation principle is similar. In the implementation of the present disclosure, some embodiments are described in terms of implementation methods used together. Of course, those skilled in the art can understand that such examples are not limitations of the embodiments of the present disclosure.
基于相同的构思,本公开实施例还提供了一种由终端执行的通信方法。该通信方法中基于广播信息配置AI操作参数。Based on the same concept, the embodiment of the present disclosure also provides a communication method executed by a terminal. In the communication method, AI operation parameters are configured based on broadcast information.
图4是根据一示例性实施例示出的一种通信方法的流程图。本公开实施例的一种实施 方式中,如图4所示,该通信方法由终端执行,包括以下步骤。FIG4 is a flow chart of a communication method according to an exemplary embodiment. In the embodiment, as shown in FIG4 , the communication method is executed by a terminal and includes the following steps.
在步骤S31中,接收广播信息。In step S31, broadcast information is received.
在本公开实施例中,广播信息中包括用于AI操作的参数。In the embodiment of the present disclosure, the broadcast information includes parameters for AI operations.
本公开实施例中,在广播信息中包括用于AI操作的参数,终端可以接收广播信息实现网络设备对AI进行相关通信操作参数的配置。In the embodiment of the present disclosure, the broadcast information includes parameters for AI operation, and the terminal can receive the broadcast information to enable the network device to configure the relevant communication operation parameters for AI.
本公开实施例中终端所接收的广播信息,与网络设备发送的广播信息相同,并且终端对于接收广播信息的场景与网络设备发送广播信息的场景类似,故,对于通信方法中相同的场景,可以参阅上述终端设备的实施例中相关描述,此处不再一一赘述。The broadcast information received by the terminal in the embodiment of the present disclosure is the same as the broadcast information sent by the network device, and the scenario for the terminal to receive the broadcast information is similar to the scenario for the network device to send the broadcast information. Therefore, for the same scenario in the communication method, please refer to the relevant description in the embodiment of the above-mentioned terminal device, which will not be repeated here one by one.
本公开实施例的一种实施方式中,用于AI操作的参数包括:通用参数和/或专用参数;通用参数适用所有AI特征实例的AI操作;专用参数专用于单一AI特征实例的AI操作。In one implementation of the disclosed embodiment, the parameters used for AI operations include: general parameters and/or special parameters; the general parameters are applicable to AI operations of all AI feature instances; and the special parameters are dedicated to AI operations of a single AI feature instance.
本公开实施例的一种实施方式中,用于AI操作的参数包括广播信息的小区参数;小区参数包括以下至少一项:小区是否支持AI特征用例;小区对应的配置信息;小区的数据分布信息;以及小区的AI模型下载信息。In one implementation of the embodiments of the present disclosure, the parameters used for AI operations include cell parameters of broadcast information; the cell parameters include at least one of the following: whether the cell supports AI feature use cases; configuration information corresponding to the cell; data distribution information of the cell; and AI model download information of the cell.
图5是根据一示例性实施例示出的又一种通信方法的流程图。本公开实施例的一种实施方式中,如图5所示,接收包括小区支持AI用例的小区参数,通过以下步骤实现。Fig. 5 is a flow chart of another communication method according to an exemplary embodiment. In one implementation of the embodiment of the present disclosure, as shown in Fig. 5, receiving a cell parameter including a cell supporting an AI use case is implemented by the following steps.
在步骤S41中,接收第一信息。第一信息用于指示所述小区支持AI特征用例适用的终端类型。In step S41, first information is received. The first information is used to indicate the terminal type to which the cell supports the AI feature use case.
在本公开实施例中,终端类型包括第一类型终端或第二类型终端,第一类型通信终端和第二类型通信终端通信能力不同。In the embodiment of the present disclosure, the terminal type includes a first type terminal or a second type terminal, and the first type communication terminal and the second type communication terminal have different communication capabilities.
在本公开实施例的一种实施方式中,小区对应的配置信息包括以下至少一项:天线配置信息;小区类型信息;以及小区的场景信息。In one implementation of the embodiment of the present disclosure, the configuration information corresponding to the cell includes at least one of the following: antenna configuration information; cell type information; and cell scene information.
在本公开实施例的一种实施方式中,小区的AI模型下载信息包括以下至少一项:In one implementation of the embodiment of the present disclosure, the AI model download information of the cell includes at least one of the following:
(一)小区是否提供AI模型下载。(1) Whether the community provides AI model downloads.
示例性的,小区是否提供AI模型下载包括以下至少一种情况:小区提供可用于下载的AI模型或小区不提供可用于下载的AI模型。Exemplarily, whether the cell provides AI model downloading includes at least one of the following situations: the cell provides an AI model available for downloading or the cell does not provide an AI model available for downloading.
(二)小区能够提供AI模型下载的模型信息。(2) The community can provide model information for AI model downloads.
示例性的,小区能够提供AI模型下载的模型信息包括:模型标识或AI功能等。Exemplarily, the model information that the cell can provide for AI model download includes: model identification or AI function, etc.
(三)AI模型对应终端的需求信息。(3) AI model corresponds to the terminal’s demand information.
在本公开实施例的一种实施方式中,小区的数据分布信息,包括:用于表示小区数据分布的数据集信息。In one implementation of the embodiments of the present disclosure, the data distribution information of a cell includes: data set information for indicating data distribution of the cell.
在本公开实施例的一种实施方式中,数据集信息用于表示数据集与终端类型之间的对 应关系。In one implementation of the present disclosure, the data set information is used to indicate the correspondence between the data set and the terminal type. Should relationship.
在本公开实施例的一种实施方式中,广播信息包括AI操作的广播信息和非AI操作的广播信息。In one implementation of the embodiment of the present disclosure, the broadcast information includes broadcast information of AI operation and broadcast information of non-AI operation.
在本公开实施例的一种实施方式中,AI操作对应多个AI特征用例,所述多个AI特征用例对应的广播信息为单一广播信息,或为多个广播信息。In one implementation of the embodiments of the present disclosure, the AI operation corresponds to multiple AI feature use cases, and the broadcast information corresponding to the multiple AI feature use cases is a single broadcast information, or multiple broadcast information.
在本公开实施例的一种实施方式中,发送广播信息实现方式包括以下至少一种:In one implementation of the embodiment of the present disclosure, the implementation method of sending the broadcast information includes at least one of the following:
(a)基于预设周期发送。(a) Sent based on a preset period.
示例性的,预设周期可以为包括以下至少一种表示形式,包括:绝对时间,通信时间单元以及AI处理时间单元。Exemplarily, the preset period may include at least one of the following representation forms: absolute time, communication time unit, and AI processing time unit.
进一步的,绝对时间包括:秒、毫秒、微秒等。Furthermore, absolute time includes seconds, milliseconds, microseconds, etc.
通信时间单元包括:(Orthogonal Frequency Division Multiplexing,OFDM)符号、时隙(slot)、子时隙(subslot)以及OFDM符号的采样间隔等。The communication time units include: Orthogonal Frequency Division Multiplexing (OFDM) symbols, time slots, subslots, and sampling intervals of OFDM symbols.
AI时间单元用于描述AI通信的时间单位。可以理解的是,AI时间单元通过定义得到,是用于衡量AI处理任务的基本时间单元。The AI time unit is used to describe the time unit of AI communication. It can be understood that the AI time unit is defined as the basic time unit used to measure AI processing tasks.
(b)响应于接收到发送需求发送。(b) Sending in response to receiving a sending request.
可以理解的是,本公开实施例由终端执行的通信方法与网络设备执行的通信方法的实施过程类似,对于相同之处,在此不再赘述,可参阅上述由网络设备执行的通信方法的实施过程。It can be understood that the implementation process of the communication method executed by the terminal in the embodiment of the present disclosure is similar to that of the communication method executed by the network device. The similarities will not be repeated here, and reference may be made to the implementation process of the communication method executed by the above-mentioned network device.
本公开实施例提供的通信方法适用于通信系统中终端与网络设备交互实施过程。The communication method provided by the embodiment of the present disclosure is applicable to the implementation process of interaction between a terminal and a network device in a communication system.
基于相同的构思,本公开实施例提供一种通信系统,该通信系统包括执行上述通信方法的终端以及网络设备。Based on the same concept, an embodiment of the present disclosure provides a communication system, which includes a terminal and a network device that execute the above communication method.
图6是本公开一示例性实施例示出的一种通信系统的方法交互示意图。如图6所示,本公开实施例涉及一种通信系统,上述方法包括:FIG6 is a schematic diagram of a method interaction of a communication system shown in an exemplary embodiment of the present disclosure. As shown in FIG6 , the present disclosure embodiment relates to a communication system, and the method includes:
步骤S101:网络设备发送广播信息,终端接收广播信息。Step S101: a network device sends broadcast information, and a terminal receives the broadcast information.
一种实施方式中,广播信息中包括用于AI操作的参数。In one implementation, the broadcast information includes parameters for AI operations.
一种实施方式中,用于AI操作的参数包括发送广播信息的小区参数;小区参数包括以下至少一项:小区是否支持AI特征用例;小区对应的配置信息;小区的数据分布信息;以及小区的AI模型下载信息。In one embodiment, the parameters used for AI operation include cell parameters for sending broadcast information; the cell parameters include at least one of the following: whether the cell supports AI feature use cases; configuration information corresponding to the cell; data distribution information of the cell; and AI model download information of the cell.
步骤S102:网络设备发送第一信息,终端接收第一信息。Step S102: the network device sends first information, and the terminal receives the first information.
一种实施方式中,第一信息用于指示小区支持AI特征用例适用的终端类型。In one implementation, the first information is used to indicate the terminal type to which the cell supports the AI feature use case.
一种实施方式中,终端类型包括第一类型终端或第二类型终端,所述第一类型通信终 端和所述第二类型通信终端通信能力不同。In one embodiment, the terminal type includes a first type terminal or a second type terminal, wherein the first type communication terminal The communication capabilities of the terminal and the second type of communication terminal are different.
一种实施方式中,第一信息用于指示小区支持AI特征用例适用的终端类型。In one implementation, the first information is used to indicate the terminal type to which the cell supports the AI feature use case.
一种实施方式中,终端类型包括第一类型终端或第二类型终端,所述第一类型通信终端和所述第二类型通信终端通信能力不同。In one implementation, the terminal type includes a first type terminal or a second type terminal, and the first type communication terminal and the second type communication terminal have different communication capabilities.
本公开实施例所涉及的定位测量方法可以包括步骤S101~步骤S102中的至少一者。例如,步骤S101可以作为独立实施例来实施,步骤S102可以作为独立实施例来实施,步骤S101+步骤S102可以作为独立实施例来实施。其中,步骤S101中的部分实施例与步骤S102部分实施例中的至少一者。步骤S102中的网络设备发送广播信息+步骤S102网络设备发送第一信息可以作为独立实施例来实施,但不限于此。在一些实施例中,步骤S101中网络设备发送广播信息和终端接收广播信息可以交换顺序或同时执行。步骤S102中网络设备发送第一信息和终端接收第一信息可以交换顺序或同时执行。在一些实施例中,步骤S102步骤是可选的,在不同实施例中可以对这些步骤中的一个或多个步骤进行省略或替代。The positioning measurement method involved in the embodiments of the present disclosure may include at least one of steps S101 to S102. For example, step S101 can be implemented as an independent embodiment, step S102 can be implemented as an independent embodiment, and step S101+step S102 can be implemented as an independent embodiment. Among them, at least one of the partial embodiments in step S101 and the partial embodiments of step S102. The network device sending broadcast information in step S102+the network device sending the first information in step S102 can be implemented as an independent embodiment, but is not limited to this. In some embodiments, the network device sending broadcast information and the terminal receiving broadcast information in step S101 can be exchanged in order or executed simultaneously. The network device sending the first information and the terminal receiving the first information in step S102 can be exchanged in order or executed simultaneously. In some embodiments, step S102 is optional, and one or more of these steps can be omitted or replaced in different embodiments.
基于相同的构思,本公开实施例还提供了一种AI通信装置。Based on the same concept, the embodiment of the present disclosure also provides an AI communication device.
图7是根据一示例性实施例示出的一种通信装置的结构框图。如图7所示,本公开实施例提供了一种通信装置。通信装置包括发送单元101。Fig. 7 is a structural block diagram of a communication device according to an exemplary embodiment. As shown in Fig. 7 , an embodiment of the present disclosure provides a communication device. The communication device includes a sending unit 101 .
发送单元101:用于发送广播信息,广播信息中包括用于人工智能AI操作的参数。Sending unit 101: used to send broadcast information, where the broadcast information includes parameters for artificial intelligence AI operations.
一种实施方式中,用于AI操作的参数包括:通用参数和/或专用参数;通用参数适用所有AI特征实例的AI操作;专用参数专用于单一AI特征实例的AI操作。In one implementation, the parameters used for AI operations include: general parameters and/or special parameters; general parameters are applicable to AI operations of all AI feature instances; special parameters are specific to AI operations of a single AI feature instance.
一种实施方式中,用于AI操作的参数包括发送广播信息的小区参数;小区参数包括以下至少一项:小区是否支持AI特征用例;小区对应的配置信息;小区的数据分布信息;以及小区的AI模型下载信息。In one embodiment, the parameters used for AI operation include cell parameters for sending broadcast information; the cell parameters include at least one of the following: whether the cell supports AI feature use cases; configuration information corresponding to the cell; data distribution information of the cell; and AI model download information of the cell.
一种实施方式中,发送单元101还用于,发送第一信息,第一信息用于指示小区支持AI特征用例适用的终端类型;终端类型包括第一类型终端或第二类型终端,第一类型通信终端和第二类型通信终端通信能力不同。In one implementation, the sending unit 101 is further used to send first information, where the first information is used to indicate the terminal type applicable to the cell supporting the AI feature use case; the terminal type includes a first type terminal or a second type terminal, and the first type communication terminal and the second type communication terminal have different communication capabilities.
一种实施方式中,小区对应的配置信息包括以下至少一项:天线配置信息;小区类型信息;以及小区的场景信息。In one implementation, the configuration information corresponding to the cell includes at least one of the following: antenna configuration information; cell type information; and cell scenario information.
一种实施方式中,小区的数据分布信息,包括:用于表示小区数据分布的数据集信息。In one implementation, the data distribution information of a cell includes: data set information for indicating data distribution of the cell.
一种实施方式中,广播信息中包括:用于表示小区数据分布的数据集信息,数据集信息用于表示数据集与终端类型之间的对应关系。In one implementation, the broadcast information includes: data set information for indicating cell data distribution, where the data set information is used to indicate a correspondence between a data set and a terminal type.
一种实施方式中,小区的AI模型下载信息包括以下至少一项:小区是否提供AI模型 下载;小区能够提供AI模型下载的模型信息;以及AI模型对应终端的需求信息。In one implementation, the AI model download information of the cell includes at least one of the following: whether the cell provides an AI model Download; the community can provide model information for AI model download; and the demand information of the terminal corresponding to the AI model.
一种实施方式中,广播信息为专用于AI操作的广播信息。In one implementation, the broadcast information is broadcast information dedicated to AI operations.
一种实施方式中,广播信息包括AI操作的广播信息和非AI操作的广播信息。In one implementation, the broadcast information includes broadcast information of AI operations and broadcast information of non-AI operations.
一种实施方式中,AI操作对应多个AI特征用例,多个AI特征用例对应的广播信息为单一广播信息,或为多个广播信息。In one implementation, the AI operation corresponds to multiple AI feature use cases, and the broadcast information corresponding to the multiple AI feature use cases is a single broadcast information, or is multiple broadcast information.
一种实施方式中,发送广播信息,包括:基于预设周期发送;或响应于接收到发送需求发送。In one implementation, sending the broadcast information includes: sending based on a preset period; or sending in response to receiving a sending request.
基于相同的构思,本公开实施例还提供了一种AI通信装置。Based on the same concept, the embodiment of the present disclosure also provides an AI communication device.
图8是根据一示例性实施例示出的一种通信装置的结构框图。Fig. 8 is a structural block diagram showing a communication device according to an exemplary embodiment.
如图8所示,本公开实施例提供一种通信装置,包括接收单元201。As shown in FIG. 8 , an embodiment of the present disclosure provides a communication device, including a receiving unit 201 .
接收单元201:用于接收广播信息,广播信息中包括用于人工智能AI操作的参数。Receiving unit 201: used to receive broadcast information, which includes parameters for artificial intelligence AI operations.
一种实施方式中,用于AI操作的参数包括:通用参数和/或专用参数;通用参数适用所有AI特征实例的AI操作;专用参数专用于单一AI特征实例的AI操作。In one implementation, the parameters used for AI operations include: general parameters and/or special parameters; general parameters are applicable to AI operations of all AI feature instances; special parameters are specific to AI operations of a single AI feature instance.
一种实施方式中,用于AI操作的参数包括广播信息的小区参数;小区参数包括以下至少一项:小区是否支持AI特征用例;小区对应的配置信息;小区的数据分布信息;以及小区的AI模型下载信息。In one embodiment, the parameters used for AI operation include cell parameters of broadcast information; the cell parameters include at least one of the following: whether the cell supports AI feature use cases; configuration information corresponding to the cell; data distribution information of the cell; and AI model download information of the cell.
一种实施方式中,接收单元701,还用于接收第一信息,第一信息用于指示小区支持AI特征用例适用的终端类型;终端类型包括第一类型终端或第二类型终端,第一类型通信终端和第二类型通信终端通信能力不同。In one implementation, the receiving unit 701 is further used to receive first information, where the first information is used to indicate the terminal type applicable to the cell supporting the AI feature use case; the terminal type includes a first type terminal or a second type terminal, and the first type communication terminal and the second type communication terminal have different communication capabilities.
一种实施方式中,小区对应的配置信息包括以下至少一项:天线配置信息;小区类型信息;以及小区的场景信息。In one implementation, the configuration information corresponding to the cell includes at least one of the following: antenna configuration information; cell type information; and cell scenario information.
一种实施方式中,小区的数据分布信息,包括:用于表示小区数据分布的数据集信息。In one implementation, the data distribution information of a cell includes: data set information for indicating data distribution of the cell.
一种实施方式中,广播信息中包括:用于表示小区数据分布的数据集信息,数据集信息用于表示数据集与终端类型之间的对应关系。In one implementation, the broadcast information includes: data set information for indicating cell data distribution, where the data set information is used to indicate a correspondence between a data set and a terminal type.
一种实施方式中,小区的AI模型下载信息包括以下至少一项:小区是否提供所述AI模型下载;小区能够提供AI模型下载的模型信息;以及AI模型对应终端的需求信息。In one implementation, the AI model download information of the cell includes at least one of the following: whether the cell provides the AI model download; model information that the cell can provide for AI model download; and demand information of the terminal corresponding to the AI model.
一种实施方式中,广播信息为专用于AI操作的广播信息。In one implementation, the broadcast information is broadcast information dedicated to AI operations.
一种实施方式中,广播信息包括AI操作的广播信息和非AI操作的广播信息。In one implementation, the broadcast information includes broadcast information of AI operations and broadcast information of non-AI operations.
一种实施方式中,AI操作对应多个AI特征用例,多个AI特征用例对应的广播信息为单一广播信息,或为多个广播信息。In one implementation, the AI operation corresponds to multiple AI feature use cases, and the broadcast information corresponding to the multiple AI feature use cases is a single broadcast information, or is multiple broadcast information.
一种实施方式中,接收广播信息,包括:基于预设周期接收;或响应于网络设备发送 的广播信息接收。In one embodiment, receiving broadcast information includes: receiving based on a preset period; or responding to a network device sending broadcast information reception.
关于上述实施例中的装置,其中各个模块执行操作的具体方式已经在有关该方法的实施例中进行了详细描述,此处将不做详细阐述说明。Regarding the device in the above embodiment, the specific manner in which each module performs operations has been described in detail in the embodiment of the method, and will not be elaborated here.
图9是根据一示例性实施例示出的一种通信装置示意图。例如,设备300可以是移动电话,计算机,数字广播终端,消息收发设备,游戏控制台,平板设备,医疗设备,健身设备,个人数字助理等任意终端。Fig. 9 is a schematic diagram of a communication device according to an exemplary embodiment. For example, the device 300 may be any terminal such as a mobile phone, a computer, a digital broadcast terminal, a message transceiver device, a game console, a tablet device, a medical device, a fitness device, a personal digital assistant, etc.
参照图9,设备300可以包括以下一个或多个组件:处理组件302,存储器304,电力组件306,多媒体组件308,音频组件310,输入/输出(I/O)接口312,传感器组件314,以及通信组件316。9 , device 300 may include one or more of the following components: a processing component 302 , a memory 304 , a power component 306 , a multimedia component 308 , an audio component 310 , an input/output (I/O) interface 312 , a sensor component 314 , and a communication component 316 .
处理组件302通常控制设备300的整体操作,诸如与显示,电话呼叫,数据通信,相机操作和记录操作相关联的操作。处理组件302可以包括一个或多个处理器320来执行指令,以完成上述的方法的全部或部分步骤。此外,处理组件302可以包括一个或多个模块,便于处理组件302和其他组件之间的交互。例如,处理组件302可以包括多媒体模块,以方便多媒体组件308和处理组件302之间的交互。The processing component 302 generally controls the overall operation of the device 300, such as operations associated with display, phone calls, data communications, camera operations, and recording operations. The processing component 302 may include one or more processors 320 to execute instructions to complete all or part of the steps of the above-mentioned method. In addition, the processing component 302 may include one or more modules to facilitate the interaction between the processing component 302 and other components. For example, the processing component 302 may include a multimedia module to facilitate the interaction between the multimedia component 308 and the processing component 302.
存储器304被配置为存储各种类型的数据以支持在设备300的操作。这些数据的示例包括用于在设备300上操作的任何应用程序或方法的指令,联系人数据,电话簿数据,消息,图片,视频等。存储器304可以由任何类型的易失性或非易失性存储设备或者它们的组合实现,如静态随机存取存储器(SRAM),电可擦除可编程只读存储器(EEPROM),可擦除可编程只读存储器(EPROM),可编程只读存储器(PROM),只读存储器(ROM),磁存储器,快闪存储器,磁盘或光盘。The memory 304 is configured to store various types of data to support operations on the device 300. Examples of such data include instructions for any application or method operating on the device 300, contact data, phone book data, messages, pictures, videos, etc. The memory 304 can be implemented by any type of volatile or non-volatile storage device or a combination thereof, such as static random access memory (SRAM), electrically erasable programmable read-only memory (EEPROM), erasable programmable read-only memory (EPROM), programmable read-only memory (PROM), read-only memory (ROM), magnetic memory, flash memory, magnetic disk or optical disk.
电力组件306为设备300的各种组件提供电力。电力组件306可以包括电源管理系统,一个或多个电源,及其他与为设备300生成、管理和分配电力相关联的组件。The power component 306 provides power to the various components of the device 300. The power component 306 may include a power management system, one or more power supplies, and other components associated with generating, managing, and distributing power for the device 300.
多媒体组件308包括在所述设备300和用户之间的提供一个输出接口的屏幕。在一些实施例中,屏幕可以包括液晶显示器(LCD)和触摸面板(TP)。如果屏幕包括触摸面板,屏幕可以被实现为触摸屏,以接收来自用户的输入信号。触摸面板包括一个或多个触摸传感器以感测触摸、滑动和触摸面板上的手势。所述触摸传感器可以不仅感测触摸或滑动动作的边界,而且还检测与所述触摸或滑动操作相关的持续时间和压力。在一些实施例中,多媒体组件308包括一个前置摄像头和/或后置摄像头。当设备300处于操作模式,如拍摄模式或视频模式时,前置摄像头和/或后置摄像头可以接收外部的多媒体数据。每个前置摄像头和后置摄像头可以是一个固定的光学透镜系统或具有焦距和光学变焦能力。The multimedia component 308 includes a screen that provides an output interface between the device 300 and the user. In some embodiments, the screen may include a liquid crystal display (LCD) and a touch panel (TP). If the screen includes a touch panel, the screen may be implemented as a touch screen to receive input signals from the user. The touch panel includes one or more touch sensors to sense touch, slide, and gestures on the touch panel. The touch sensor may not only sense the boundaries of the touch or slide action, but also detect the duration and pressure associated with the touch or slide operation. In some embodiments, the multimedia component 308 includes a front camera and/or a rear camera. When the device 300 is in an operating mode, such as a shooting mode or a video mode, the front camera and/or the rear camera may receive external multimedia data. Each front camera and the rear camera may be a fixed optical lens system or have a focal length and optical zoom capability.
音频组件310被配置为输出和/或输入音频信号。例如,音频组件310包括一个麦克风 (MIC),当设备300处于操作模式,如呼叫模式、记录模式和语音识别模式时,麦克风被配置为接收外部音频信号。所接收的音频信号可以被进一步存储在存储器304或经由通信组件316发送。在一些实施例中,音频组件310还包括一个扬声器,用于输出音频信号。The audio component 310 is configured to output and/or input audio signals. For example, the audio component 310 includes a microphone (MIC), when the device 300 is in an operation mode, such as a call mode, a recording mode, and a speech recognition mode, the microphone is configured to receive an external audio signal. The received audio signal can be further stored in the memory 304 or sent via the communication component 316. In some embodiments, the audio component 310 also includes a speaker for outputting an audio signal.
I/O接口312为处理组件302和外围接口模块之间提供接口,上述外围接口模块可以是键盘,点击轮,按钮等。这些按钮可包括但不限于:主页按钮、音量按钮、启动按钮和锁定按钮。I/O interface 312 provides an interface between processing component 302 and peripheral interface modules, such as keyboards, click wheels, buttons, etc. These buttons may include but are not limited to: a home button, a volume button, a start button, and a lock button.
传感器组件314包括一个或多个传感器,用于为设备300提供各个方面的状态评估。例如,传感器组件314可以检测到设备300的打开/关闭状态,组件的相对定位,例如所述组件为设备300的显示器和小键盘,传感器组件314还可以检测设备300或设备300一个组件的位置改变,用户与设备300接触的存在或不存在,设备300方位或加速/减速和设备300的温度变化。传感器组件314可以包括接近传感器,被配置用来在没有任何的物理接触时检测附近物体的存在。传感器组件314还可以包括光传感器,如CMOS或CCD图像传感器,用于在成像应用中使用。在一些实施例中,该传感器组件314还可以包括加速度传感器,陀螺仪传感器,磁传感器,压力传感器或温度传感器。The sensor assembly 314 includes one or more sensors for providing various aspects of status assessment for the device 300. For example, the sensor assembly 314 can detect the open/closed state of the device 300, the relative positioning of components, such as the display and keypad of the device 300, and the sensor assembly 314 can also detect the position change of the device 300 or a component of the device 300, the presence or absence of user contact with the device 300, the orientation or acceleration/deceleration of the device 300, and the temperature change of the device 300. The sensor assembly 314 may include a proximity sensor configured to detect the presence of nearby objects without any physical contact. The sensor assembly 314 may also include an optical sensor, such as a CMOS or CCD image sensor, for use in imaging applications. In some embodiments, the sensor assembly 314 may also include an accelerometer, a gyroscope sensor, a magnetic sensor, a pressure sensor, or a temperature sensor.
通信组件316被配置为便于设备300和其他设备之间有线或无线方式的通信。设备300可以接入基于通信标准的无线网络,如WiFi,2G或3G,或它们的组合。在一个示例性实施例中,通信组件316经由广播信道接收来自外部广播管理系统的广播信号或广播相关信息。在一个示例性实施例中,所述通信组件316还包括近场通信(NFC)模块,以促进短程通信。例如,在NFC模块可基于射频识别(RFID)技术,红外数据协会(IrDA)技术,超宽带(UWB)技术,蓝牙(BT)技术和其他技术来实现。The communication component 316 is configured to facilitate wired or wireless communication between the device 300 and other devices. The device 300 can access a wireless network based on a communication standard, such as WiFi, 2G or 3G, or a combination thereof. In an exemplary embodiment, the communication component 316 receives a broadcast signal or broadcast-related information from an external broadcast management system via a broadcast channel. In an exemplary embodiment, the communication component 316 also includes a near field communication (NFC) module to facilitate short-range communication. For example, the NFC module can be implemented based on radio frequency identification (RFID) technology, infrared data association (IrDA) technology, ultra-wideband (UWB) technology, Bluetooth (BT) technology and other technologies.
在示例性实施例中,设备300可以被一个或多个应用专用集成电路(ASIC)、数字信号处理器(DSP)、数字信号处理设备(DSPD)、可编程逻辑器件(PLD)、现场可编程门阵列(FPGA)、控制器、微控制器、微处理器或其他电子元件实现,用于执行上述方法。In an exemplary embodiment, the device 300 may be implemented by one or more application-specific integrated circuits (ASICs), digital signal processors (DSPs), digital signal processing devices (DSPDs), programmable logic devices (PLDs), field programmable gate arrays (FPGAs), controllers, microcontrollers, microprocessors, or other electronic components to perform the above methods.
在示例性实施例中,还提供了一种包括指令的非临时性计算机可读存储介质,例如包括指令的存储器304,上述指令可由设备300的处理器320执行以完成上述方法。例如,所述非临时性计算机可读存储介质可以是ROM、随机存取存储器(RAM)、CD-ROM、磁带、软盘和光数据存储设备等。In an exemplary embodiment, a non-transitory computer-readable storage medium including instructions is also provided, such as a memory 304 including instructions, which can be executed by a processor 320 of the device 300 to perform the above method. For example, the non-transitory computer-readable storage medium can be a ROM, a random access memory (RAM), a CD-ROM, a magnetic tape, a floppy disk, an optical data storage device, etc.
图10是根据一示例性实施例示出的另一种通信装置示意图。例如,设备400可以被提供为一基站,或者是服务器。参照图10,设备400包括处理组件422,其进一步包括一个或多个处理器,以及由存储器432所代表的存储器资源,用于存储可由处理组件422执行的指令,例如应用程序。存储器432中存储的应用程序可以包括一个或一个以上的每一 个对应于一组指令的模块。此外,处理组件422被配置为执行指令,以执行上述方法。FIG10 is a schematic diagram of another communication device according to an exemplary embodiment. For example, device 400 may be provided as a base station or a server. Referring to FIG10 , device 400 includes a processing component 422, which further includes one or more processors, and a memory resource represented by a memory 432 for storing instructions executable by processing component 422, such as an application. The application stored in memory 432 may include one or more of each A module corresponding to a set of instructions. In addition, the processing component 422 is configured to execute instructions to perform the above method.
设备400还可以包括一个电源组件426被配置为执行设备400的电源管理,一个有线或无线网络接口450被配置为将设备400连接到网络,和一个输入输出(I/O)接口458。设备400可以操作基于存储在存储器432的操作系统,例如Windows ServerTM,Mac OS XTM,UnixTM,LinuxTM,FreeBSDTM或类似。The device 400 may also include a power supply component 426 configured to perform power management of the device 400, a wired or wireless network interface 450 configured to connect the device 400 to a network, and an input/output (I/O) interface 458. The device 400 may operate based on an operating system stored in the memory 432, such as Windows Server™, Mac OS X™, Unix™, Linux™, FreeBSD™, or the like.
在示例性实施例中,还提供了一种包括指令的非临时性计算机可读存储介质,例如包括指令的存储器432,上述指令可由装置400的处理组件422执行以完成上述方法。例如,所述非临时性计算机可读存储介质可以是ROM、随机存取存储器(RAM)、CD-ROM、磁带、软盘和光数据存储设备等。In an exemplary embodiment, a non-transitory computer-readable storage medium including instructions is also provided, such as a memory 432 including instructions, which can be executed by the processing component 422 of the device 400 to perform the above method. For example, the non-transitory computer-readable storage medium can be a ROM, a random access memory (RAM), a CD-ROM, a magnetic tape, a floppy disk, an optical data storage device, etc.
本公开实施例提出了一种人工智能通信方法、装置及存储介质。在一些实施例中,通信方法与信息处理方法、通信方法等术语可以相互替换,通信装置与信息处理装置等术语可以相互替换,信息处理系统、通信系统等术语可以相互替换。In some embodiments, the terms communication method, information processing method, communication method, etc. can be replaced with each other, the terms communication device, information processing device, etc. can be replaced with each other, and the terms information processing system, communication system, etc. can be replaced with each other.
本公开实施例并非穷举,仅为部分实施例的示意,不作为对本公开保护范围的具体限制。在不矛盾的情况下,某一实施例中的每个步骤均可以作为独立实施例来实施,且各步骤之间可以任意组合,例如,在某一实施例中去除部分步骤后的方案也可以作为独立实施例来实施,且在某一实施例中各步骤的顺序可以任意交换,另外,某一实施例中的可选实现方式可以任意组合;此外,各实施例之间可以任意组合,例如,不同实施例的部分或全部步骤可以任意组合,某一实施例可以与其他实施例的可选实现方式任意组合。The embodiments of the present disclosure are not exhaustive, but are only illustrative of some embodiments, and are not intended to be a specific limitation on the scope of protection of the present disclosure. In the absence of contradiction, each step in a certain embodiment can be implemented as an independent embodiment, and the steps can be arbitrarily combined. For example, a solution after removing some steps in a certain embodiment can also be implemented as an independent embodiment, and the order of the steps in a certain embodiment can be arbitrarily exchanged. In addition, the optional implementation methods in a certain embodiment can be arbitrarily combined; in addition, the embodiments can be arbitrarily combined, for example, some or all of the steps of different embodiments can be arbitrarily combined, and a certain embodiment can be arbitrarily combined with the optional implementation methods of other embodiments.
在各本公开实施例中,如果没有特殊说明以及逻辑冲突,各实施例之间的术语和/或描述具有一致性,且可以互相引用,不同实施例中的技术特征根据其内在的逻辑关系可以组合形成新的实施例。本公开实施例中所使用的术语只是为了描述特定实施例的目的,而并非作为对本公开的限制。In each embodiment of the present disclosure, if there is no special explanation and logical conflict, the terms and/or descriptions between the embodiments are consistent and can be referenced to each other, and the technical features in different embodiments can be combined to form a new embodiment according to their inherent logical relationship. The terms used in the embodiments of the present disclosure are only for the purpose of describing specific embodiments, and are not intended to limit the present disclosure.
进一步可以理解的是,本公开中“多个”是指两个或两个以上,其它量词与之类似。“和/或”,描述关联对象的关联关系,表示可以存在三种关系,例如,A和/或B,可以表示:单独存在A,同时存在A和B,单独存在B这三种情况。字符“/”一般表示前后关联对象是一种“或”的关系。单数形式的“一种”、“所述”和“该”也旨在包括多数形式,除非上下文清楚地表示其他含义。It is further understood that in the present disclosure, "plurality" refers to two or more than two, and other quantifiers are similar thereto. "And/or" describes the association relationship of associated objects, indicating that three relationships may exist. For example, A and/or B may represent: A exists alone, A and B exist at the same time, and B exists alone. The character "/" generally indicates that the associated objects before and after are in an "or" relationship. The singular forms "a", "the" and "the" are also intended to include plural forms, unless the context clearly indicates other meanings.
进一步可以理解的是,本公开中涉及到的“响应于”“如果”等词语的含义取决于语境以及实际使用的场景,如在此所使用的词语“响应于”可以被解释成为“在……时”或“当……时”或“如果”。It is further understood that the meanings of the words "in response to" and "if" involved in the present disclosure depend on the context and the actual usage scenario. For example, the word "in response to" used herein can be interpreted as "at..." or "when..." or "if".
进一步可以理解的是,术语“第一”、“第二”等用于描述各种信息,但这些信息不应 限于这些术语。这些术语仅用来将同一类型的信息彼此区分开,并不表示特定的顺序或者重要程度。实际上,“第一”、“第二”等表述完全可以互换使用。例如,在不脱离本公开范围的情况下,第一信息也可以被称为第二信息,类似地,第二信息也可以被称为第一信息。It is further understood that the terms "first", "second", etc. are used to describe various information, but these information should not be These terms are limited to these terms. These terms are only used to distinguish the same type of information from each other and do not indicate a specific order or importance. In fact, expressions such as "first" and "second" can be used interchangeably. For example, without departing from the scope of this disclosure, the first information can also be referred to as the second information, and similarly, the second information can also be referred to as the first information.
进一步可以理解的是,本公开实施例中尽管在附图中以特定的顺序描述操作,但是不应将其理解为要求按照所示的特定顺序或是串行顺序来执行这些操作,或是要求执行全部所示的操作以得到期望的结果。在特定环境中,多任务和并行处理可能是有利的。It is further understood that, although the operations are described in a specific order in the drawings in the embodiments of the present disclosure, it should not be understood as requiring the operations to be performed in the specific order shown or in a serial order, or requiring the execution of all the operations shown to obtain the desired results. In certain environments, multitasking and parallel processing may be advantageous.
本领域技术人员在考虑说明书及实践这里公开的发明后,将容易想到本公开的其它实施方案。本申请旨在涵盖本公开的任何变型、用途或者适应性变化,这些变型、用途或者适应性变化遵循本公开的一般性原理并包括本公开未公开的本技术领域中的公知常识或惯用技术手段。Those skilled in the art will readily appreciate other embodiments of the present disclosure after considering the specification and practicing the invention disclosed herein. This application is intended to cover any modifications, uses or adaptations of the present disclosure, which follow the general principles of the present disclosure and include common knowledge or customary technical means in the art that are not disclosed in the present disclosure.
应当理解的是,本公开并不局限于上面已经描述并在附图中示出的精确结构,并且可以在不脱离其范围进行各种修改和改变。本公开的范围仅由所附的权利范围来限制。 It should be understood that the present disclosure is not limited to the precise structures that have been described above and shown in the drawings, and that various modifications and changes may be made without departing from the scope thereof. The scope of the present disclosure is limited only by the scope of the appended claims.
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