WO2025241972A1 - Communication processing method and apparatus, and terminal - Google Patents

Abstract

The present application relates to the technical field of communications, and discloses a communication processing method and apparatus, and a terminal. The communication processing method in embodiments of the present application comprises: a terminal performs a first operation on the basis of a first resource list when a first condition is satisfied, wherein the first condition comprises at least one of: first information does not change or a change state of the first information satisfies a second condition, wherein the first information is used for indicating restriction information when the first operation is performed on the basis of the first resource list; and the first resource list or related information of the first resource list remains consistent in the first operation and a second operation.

Description

Communication processing methods, devices and terminals

Cross-reference to related applications

This application claims priority to Chinese Patent Application No. 202410626740.X, filed on May 20, 2024, entitled “Method, Apparatus and Terminal for Communication Processing”, the entire contents of which are incorporated herein by reference.

Technical Field

This application belongs to the field of communication technology, and specifically relates to a communication processing method, apparatus and terminal.

Background Technology

In related technologies, network-side devices typically configure relevant reference signal resource sets, such as beam information sets, for terminals to train and infer AI units, thereby improving the performance of the communication system. However, due to interference management, power saving, and other reasons, the reference signal resources actually configured or transmitted by the network-side devices may differ from those pre-configured for the terminals. This can lead the terminals to believe that the AI units trained based on the pre-configured reference signal resources are unsuitable for the current communication environment, or the terminals may need to retrain the AI units based on the actual configured or transmitted communication data. This increases the management complexity of the AI units and affects the performance of the communication system.

Summary of the Invention

In a first aspect, a communication processing method is provided, comprising: a terminal performing a first operation based on a first resource list when a first condition is met; wherein the first condition includes at least one of the following: first information has not changed or the change state of the first information meets a second condition, the first information being used to indicate restriction information when performing the first operation based on the first resource list; and the first resource list or related information of the first resource list remaining consistent in the first operation and the second operation.

In a second aspect, a communication processing apparatus is provided, comprising: a processing module, configured to perform a first operation based on a first resource list when a first condition is met; wherein the first condition includes at least one of the following: first information has not changed or the change state of the first information meets a second condition, the first information being used to indicate restriction information when performing the first operation based on the first resource list; and the first resource list or related information of the first resource list remains consistent in the first operation and the second operation.

Thirdly, a terminal is provided, comprising a processor and a memory, the memory storing a program or instructions executable on the processor, the program or instructions, when executed by the processor, implementing the steps of the method described in the first aspect.

Fourthly, a terminal is provided, including a processor and a communication interface, wherein the processor is coupled to the communication interface, and the processor is used to run programs or instructions to implement the steps of the method described in the first aspect.

Fifthly, a readable storage medium is provided, on which a program or instructions are stored, which, when executed by a processor, implement the steps of the method described in the first aspect.

A sixth aspect provides a wireless communication system, comprising: a terminal and a network-side device, wherein the terminal can be used to perform the steps of the method described in the first aspect.

In a seventh aspect, a chip is provided, the chip including a processor and a communication interface coupled to the processor, the processor being used to run programs or instructions to implement the steps of the method described in the first aspect.

Eighthly, a computer program/program product is provided, the computer program/program product being stored in a storage medium, the computer program/program product being executed by at least one processor to perform the steps of the method as described in the first aspect.

In this embodiment, by configuring a first condition, such as if the first information remains unchanged or the change in the first information satisfies a second condition, or if the first resource list or related information of the first resource list remains consistent in the first and second operations, the terminal can assume or determine that the reference signal resources actually configured or transmitted by the network-side device are consistent with the resources in the pre-configured first resource list when it determines that the first condition is met, and can perform the first operation based on the first resource list. This avoids the problem of requiring additional AI unit training as in related technologies, effectively reduces the management burden of the AI unit, and ensures the performance of the communication system.

Attached Figure Description

Figure 1 is a schematic diagram of the structure of a wireless communication system provided in an exemplary embodiment of this application.

Figure 2 is a flowchart illustrating a communication processing method provided in an exemplary embodiment of this application.

Figure 3 is a schematic diagram of the structure of a communication processing apparatus provided in an exemplary embodiment of this application.

Figure 4 is a schematic diagram of the structure of a communication device provided in an exemplary embodiment of this application.

Figure 5 is a schematic diagram of the structure of a terminal provided in an exemplary embodiment of this application.

Detailed Implementation

The technical solutions of the embodiments of this application will be clearly described below with reference to the accompanying drawings. Obviously, the described embodiments are only some, not all, of the embodiments of this application. All other embodiments obtained by those skilled in the art based on the embodiments of this application are within the scope of protection of this application.

The terms "first," "second," etc., used in this application are used to distinguish similar objects and not to describe a specific order or sequence. It should be understood that such terms can be used interchangeably where appropriate so that embodiments of this application can be implemented in orders other than those illustrated or described herein, and the objects distinguished by "first" and "second" are generally of the same class, not limited in number; for example, the first object can be one or more. Furthermore, "or" in this application indicates at least one of the connected objects. For example, the scope of protection for "A or B" covers at least three scenarios: Scenario 1: including A but not B; Scenario 2: including B but not A; Scenario 3: including both A and B. In addition, the terms "A and/or B," "at least one of A and B," and "at least one of A or B" also cover at least the above three scenarios. The character "/" generally indicates that the preceding and following objects are in an "or" relationship.

The term "instruction" in this application can be either a direct instruction (or explicit instruction) or an indirect instruction (or implicit instruction). A direct instruction can be understood as one in which the sender explicitly informs the receiver of specific information, the operation to be performed, or the requested result, etc., in the instruction sent. An indirect instruction can be understood as one in which the receiver determines the corresponding information based on the instruction sent by the sender, or makes a judgment and determines the operation to be performed or the requested result, etc., based on the judgment result.

It is worth noting that the technologies described in this application are not limited to Long Term Evolution (LTE)/LTE-Advanced (LTE-A) systems, but can also be used in other wireless communication systems, such as Code Division Multiple Access (CDMA), Time Division Multiple Access (TDMA), Frequency Division Multiple Access (FDMA), Orthogonal Frequency Division Multiple Access (OFDMA), Single-carrier Frequency-Division Multiple Access (SC-FDMA), or other systems. The terms "system" and "network" in this application are often used interchangeably, and the described technologies can be used not only in the systems and radio technologies mentioned above, but also in other systems and radio technologies. The following description is for illustrative purposes of a New Radio (NR) system, and NR terminology is used in most of the following description. However, these technologies can also be applied to systems other than NR systems, such as 6th Generation (6G) communication systems.

Figure 1 shows a block diagram of a wireless communication system applicable to an embodiment of this application. The wireless communication system includes a terminal 11 and a network-side device 12. Terminal 11 can be a mobile phone, tablet computer, laptop computer, notebook computer, personal digital assistant (PDA), handheld computer, netbook, ultra-mobile personal computer (UMPC), mobile internet device (MID), augmented reality (AR), virtual reality (VR) device, robot, wearable device, flight vehicle, vehicle user equipment (VUE), shipboard equipment, pedestrian user equipment (PUE), smart home (home devices with wireless communication capabilities, such as refrigerators, televisions, washing machines, or furniture), game console, personal computer (PC), ATM, or self-service machine, etc. Wearable devices include: smartwatches, smart bracelets, smart headphones, smart glasses, smart jewelry (smart bracelets, smart chains, smart rings, smart necklaces, smart anklets, smart anklets, etc.), smart wristbands, smart clothing, etc. Among these, in-vehicle devices can also be referred to as in-vehicle terminals, in-vehicle controllers, in-vehicle modules, in-vehicle components, in-vehicle chips, or in-vehicle units, etc. It should be noted that the specific type of terminal 11 is not limited in this application embodiment. Network-side equipment 12 may include access network equipment or core network equipment, wherein access network equipment may also be referred to as Radio Access Network (RAN) equipment, radio access network function, or radio access network unit. Access network equipment may include base stations, Wireless Local Area Network (WLAN) access points (APs), or Wireless Fidelity (WiFi) nodes, etc. In this context, a base station may be referred to as a Node B (NB), Evolved Node B (eNB), Next Generation Node B (gNB), New Radio Node B (NR Node B), Access Point, Relay Base Station (RBS), Serving Base Station (SBS), Base Transceiver Station (BTS), Radio Base Station, Radio Transceiver, Basic Service Set (BSS), Extended Service Set (ESS), Home Node B (HNB), Home Evolved Node B, Transmit/Receive Point (TRP), or any other suitable term in the relevant field, as long as the same technical effect is achieved. The base station is not limited to specific technical terms. It should be noted that in this application embodiment, only a base station in an NR system is used as an example for introduction, and the specific type of base station is not limited.

Optionally, the core network equipment can be implemented by one or more functional modules in a single device, or by multiple devices working together; this application does not specifically limit this. It is understood that the aforementioned functional modules can be network elements in hardware devices, software functional modules running on dedicated hardware, or virtualized functional modules instantiated on a platform (e.g., a cloud platform).

Furthermore, the AI unit mentioned in this application context may also be referred to as an AI model, AI structure, etc., or the AI unit may refer to a processing unit capable of implementing specific algorithms, formulas, processing flows, capabilities, etc. related to AI, or the AI unit may be a processing method, algorithm, function, module, or unit for a specific dataset, or the AI unit may be a processing method, algorithm, function, module, or unit running on AI-related hardware such as a Graphics Processing Unit (GPU), Neural Processor Unit (NPU), Tensor Processing Unit (TPU), or Application Specific Integrated Circuit (ASIC). This application does not specifically limit this. The specific dataset includes, but is not limited to, the input and/or output of the AI unit.

Correspondingly, the identifier of the AI unit may also be the identifier of the AI model, the identifier of the AI structure, the identifier of the AI algorithm, or the identifier of the specific dataset associated with the AI unit, or the identifier of the specific scenario, environment, channel characteristics, device related to the AI, or the identifier of the function, characteristic, capability or module related to the AI. This application does not make any specific limitations in this regard.

Optionally, depending on the communication function implemented by the AI unit, or depending on the unit function of the AI unit, the input information or output information of the AI unit may include, but is not limited to, one or more of the following: reference signal, channel-bearing signal, channel state information, beam information, channel prediction information, interference information, positioning information, trajectory information, specified prediction information and management information, and control signaling.

The unit function of the AI unit may include, but is not limited to, at least one of the following a)-j).

a) Reference signal processing. The reference signal processing includes, but is not limited to, signal detection, filtering, and equalization. The reference signals include, but are not limited to, demodulation reference signals (DMRS), sounding reference signals (SRS), synchronization signal and PBCH block (SSB), channel state information reference signals (CSI-RS), tracking reference signals (TRS), positioning reference signals (PRS), and phase-tracking reference signals (PTRS).

b) Channel signal transmission/reception/demodulation/transmission. The channel signals include, but are not limited to, Physical downlink control channel (PDCCH), Physical downlink shared channel (PDSCH), Physical uplink control channel (PUCCH), Physical uplink shared channel (PUSCH), Physical random access channel (PRACH), and Physical broadcast channel (PBCH).

c) Acquisition or feedback of channel state information. The channel state information includes, but is not limited to, channel-related information, channel matrix-related information, channel feature information, channel matrix feature information, precoding matrix indicator (PMI), rank indicator (RI), CSI-RS resource indicator (CRI), channel quality indicator (CQI), layer indicator (LI), etc.

In some embodiments, for Frequency Division Duplex (FDD) systems, by utilizing the reciprocity of the uplink and downlink portions of FDD, the base station can obtain angle and delay information based on the uplink channel. The angle and delay information can be notified to the terminal through CSI-RS precoding or direct indication. The terminal reports according to the base station's indication or selects and reports within the range indicated by the base station, thereby reducing the terminal's computational load and the overhead of CSI reporting.

d) Beam management. The beam management includes, but is not limited to, one or more of the following: beam measurement, beam reporting, beam prediction, beam failure detection, beam failure recovery, and new beam indication during beam failure recovery.

e) Channel prediction. The channel prediction includes, but is not limited to, prediction of channel state information and beam prediction.

f) Channel/source coding and decoding, such as channel coding, channel decoding, source coding, source decoding, joint source-channel coding, and joint source-channel decoding.

g) Interference suppression. This includes, but is not limited to, intra-cell interference, inter-cell interference, out-of-band interference, and intermodulation interference.

h) Positioning. Specifically, the terminal's specific location (e.g., horizontal and/or vertical) or possible future trajectory can be estimated using reference signals (e.g., SRS), or the input or output information of the AI unit can be used as auxiliary information for position or trajectory estimation.

i) Prediction and management of high-level services and parameters. The prediction and management of high-level services and parameters may include, but is not limited to, prediction or management of throughput, required data packet size, service demands, mobility speed, noise information, etc.

j) Parsing of control signaling. The control signaling may include, but is not limited to, power control-related signaling, beam management-related signaling, etc.

The technical solutions provided in this application will be described in detail below with reference to the accompanying drawings and through some embodiments and application scenarios.

Figure 2 shows a flowchart of a communication processing method 200 provided in an exemplary embodiment of this application. This method 200 can be executed by, but is not limited to, a terminal, specifically by hardware and/or software installed in the terminal. In this embodiment, the method 200 may include at least the following steps.

S210, if the first condition is met, the terminal performs the first operation based on the first resource list.

The first operation may include, but is not limited to, at least one of the following: training of the AI unit, inference of the AI unit, performance monitoring of the AI unit, life cycle management (LCM) process of the AI unit, and data collection.

The first condition includes at least one of the following conditions 1-2.

Condition 1: The first information has not changed or the change state of the first information satisfies the second condition. The first information is used to indicate the restriction information when performing the first operation based on the first resource list.

In one implementation, if the first information remains unchanged or the change in the first information satisfies a second condition, the terminal may determine, assume, or expect the first resource list or its related information to remain consistent in the first and second operations. Similar to the first operation, the second operation may also include, but is not limited to, at least one of the following: AI unit training, AI unit inference, AI unit performance monitoring, AI unit LCM process, and data collection.

For example, assuming the first operation is AI unit inference (or model inference) and the second operation is AI unit training, to ensure the reliability of the execution result of the first operation, related technologies may pre-configure the first resource list used for AI unit training to be the same as the first resource list used for AI unit inference. However, in actual communication, due to reasons such as interference management or energy saving by the network-side device, the network-side device may actually configure or send some resources corresponding to the first resource list for AI unit inference, causing the terminal to believe that the network-side device has sent new resources, that is, the reference signal resources corresponding to model inference are inconsistent with the reference signal resources during model training, requiring retraining of the AI unit, etc. In this regard, by limiting condition 1 in this application, the terminal can determine, assume, or expect the first resource list to remain consistent in the first and second operations when it determines that the first information has not changed or the change state of the first information meets the second condition. In other words, even if the resources actually configured or sent by the network-side device (such as the set of transmitted beams) are inconsistent with the resources configured for the terminal, the terminal can still determine or perceive that the set of resources sent by the network-side device is the same as the pre-configured set of resources when it determines that the first information has changed or the change state of the first information meets the second condition. The terminal can then perform the first operation, i.e. model inference, based on the first resource list, without the need for additional training of the AI unit. This effectively avoids the problem that the terminal needs to retrain a new AI unit in related technologies, optimizes the management process and management difficulty of the AI unit, and ensures that the model of the terminal during model inference can match the AI unit trained under the first information condition.

It is worth noting that the reference signal resource or resource transmitted by the network-side device mentioned in the context of the embodiments of this application can be understood as: the reference signal resource or the beam corresponding to the resource transmitted by the network-side device.

Based on this, in some embodiments, the first information may include, but is not limited to, at least one of the following 11)-16).

11) First indication information, used to indicate that during the execution of the first operation and the second operation by the terminal, the transmission beam information of the network-side device remains consistent.

Wherein, if the first indication information has not changed or the change state meets the second condition, it can be understood that the network-side device uses the same first resource list in the first operation and the second operation.

12) Community identification information. This community identification information may include community signage, etc.

13) Association identifier, used to identify that the transmission beam information of the network-side device remains consistent during the execution of the first and second operations by the terminal.

Wherein, if the associated identifier has not changed or the change status meets the second condition, it can be understood that the network-side device uses the same first resource list in the first operation and the second operation.

14) Inference performance of the AI unit. That is, the inference performance of the AI unit remains unchanged or changes in a state that satisfies the second condition. The state of change of the inference performance of the AI unit satisfying the second condition may include the change in the inference performance of the second AI unit not exceeding a predetermined value, etc.

15) Monitoring performance of the AI unit. That is, the monitoring performance of the AI unit remains unchanged or changes in a state that meets the second condition. The change in the monitoring performance of the AI unit meeting the second condition may include the change in the monitoring performance of the second AI unit not exceeding a predetermined value, etc.

16) Performance of the AI unit. That is, the performance of the AI unit remains unchanged or changes in a state that satisfies the second condition. The change in the performance of the AI unit satisfying the second condition may include the amount of change in the performance of the second AI unit not exceeding a predetermined value, etc.

It is worth noting that which items in 11)-16) above are specifically included in the first information can be agreed upon by the protocol or configured by higher-level management, and no restrictions are made here.

In some embodiments, the aforementioned first resource list may correspond to a set of reference signal resources or reference signal resources associated with the second information. Alternatively, the first resource list may include the set of reference signal resources or reference signal resources associated with the second information. In this embodiment, the second information may include, but is not limited to, at least one of AI unit input information and AI unit output information.

In some embodiments, considering the limitations on the number of reference signals in the reference signal set associated with the aforementioned second information, the second information can be associated with at least one reference signal resource set to satisfy different quantity requirements of reference signal resources in the first resource list. Specifically, if the second information is associated with one reference signal resource set, then the reference signal resource set is a periodic resource or a semi-persistent resource. In other words, when the reference signal resource set is a periodic resource or a semi-persistent resource, the second information is associated with one reference signal resource set.

Correspondingly, the first resource list can be determined based on a set of reference signal resources associated with the second information, such as the identification order of the reference signal resources.

If the second information is associated with at least two sets of reference signal resources, then the sets of reference signal resources are periodic, semi-persistent, or aperiodic resources. In other words, the second information is associated with at least two sets of reference signal resources when the sets of reference signal resources are periodic, semi-persistent, or aperiodic resources.

Similar to the aforementioned set of reference signal resources, in the case of reference signal resources associated with the second information, the second information may also be associated with at least one reference signal resource. Specifically, the second information is associated with one reference signal resource, which is either a periodic resource or a semi-persistent resource.

Alternatively, the second information may be associated with at least two reference signal resources, which may be periodic, semi-perpetual, or aperiodic.

In some embodiments, when the second information is associated with at least two sets of reference signal resources or reference signal resources, the first resource list can be determined according to the third information, thereby enabling each reference signal resource in the first resource list to have a unique order, identifier, or index, so as to facilitate resource indication in information feedback, etc.

The third information may include at least one of the following 21)-26).

21) The configuration order of the reference signal resources. The configuration order can be understood as the sequence order in which the reference signal resources are configured.

22) The identification order of the reference signal resources. Here, the identification order can be understood as the order in which the identifiers uniquely identify the reference signal resources.

23) The configuration order of the reference signal resource set.

24) The identification order of the reference signal resource set.

25) The identification order of the reference signal resources in each of the reference signal resource sets.

26) The order of the first resource list is determined by default or by agreement.

In some embodiments, when the reference signal resource set associated with the second information or the reference signal resource is used for the execution of the first operation or the second operation, the reference signal resource set associated with the second information may also satisfy at least one of the following 31)-32).

31) The reference signal resource set or reference signal resource associated with the second information is used by the terminal to perform reference signal measurement;

32) The reference signal resource set associated with the second information or the measurement results corresponding to the reference signal resource do not need to be fed back.

In some embodiments, based on the aforementioned first resource list, the relevant information of the first resource list may include, but is not limited to, at least one of the following 41)-43).

41) The identifier of the first resource list.

42) Configuration of reference signal resources associated with the first resource list.

Optionally, the configuration of the reference signal resources associated with the first resource list may include, but is not limited to, at least one of the following a)-g).

a) The number of reference signal resource sets.

b) The number of reference signal resources.

c) Identification of the reference signal resource set.

d) Identification of reference signal resources.

e) The order of the reference signal resource set.

f) The order of reference signal resources.

g) Beam information corresponding to the reference signal resource. The beam information may include, but is not limited to, one or more of the following: beam identifier (ID) information, beam angle information, beam gain information, beamwidth information, desired information, and beam quality information.

The beam ID information is used to characterize the beam's identity and related information. In this embodiment, the beam ID information may include, but is not limited to, one or more of the following: transmit beam ID, receive beam ID, beam ID, reference signal set ID corresponding to the beam, reference signal resource ID corresponding to the beam, uniquely identified random ID, encoded value after additional AI network processing, beam angle information, resource index information, resource ID, resource set ID, CRI, SSB, RI, and Transmission Configuration Indicator (TCI) state.

The beam angle information is used to characterize the angle information corresponding to the beam. In this embodiment, the beam angle information may include, but is not limited to, one or more of angle information, transmission angle information, and reception angle information.

The angle information is related information used to characterize angle or identity, such as angle, radian, index code value, ID value, and code value processed by additional AI units.

The beam quality information includes, but is not limited to, one or more of the following: Layer 1 (L1) Signal-to-Noise and Interference Ratio (SINR), L1 Reference Signal Received Power (RSRP), L1 Reference Signal Received Quality (RSRQ), L3-SINR, L3-RSRP, L3-RSRQ, and beam probability information. The beam probability information can be understood as the probability that a beam will become an optimal or suboptimal beam, or the probability that it will be among the top k (top-k) optimal beams.

43) Configuration of beam information associated with the first resource list. Optionally, the configuration of beam information associated with the first resource list may include, but is not limited to, at least one of the following: the mapping relationship or mapping order between beam information and reference signal resources corresponding to the first resource list, the number of beam information, and the beam codebook corresponding to the beam information. The beam information can be referred to the relevant description in g) above, and will not be repeated here.

Condition 2: The first resource list or related information of the first resource list remains consistent in the first operation and the second operation.

In one possible implementation, if the first resource list or its related information remains consistent in the first and second operations, the terminal may determine, assume, or expect that the first information has not changed or that the change in the first information satisfies the second condition.

Similar to condition 1 above, assuming the first operation is AI unit inference and the second operation is AI unit training, to ensure the reliability of the execution result of the first operation, related technologies may pre-configure a first resource list for AI unit training that is the same as the first resource list for AI unit inference. However, in actual communication, due to interference management or energy saving by the network-side device, the network-side device may only send a portion of the resources corresponding to the first resource list for AI unit inference, causing the terminal to believe that the network-side device has sent new resources and requiring retraining of the AI unit. In this application, condition 2 restricts the process so that, if the terminal determines that the first resource list or its related information remains consistent in the first and second operations, it can further determine, assume, or expect that the first information has not changed or that the change in the first information satisfies the second condition. In other words, even if the resources actually configured or sent by the network-side device (such as the transmission beam set) are inconsistent with the resources configured for the terminal, the terminal can still determine or perceive that the resource set sent by the network-side device is the same as the pre-configured resource set when it determines that the first resource list or the relevant information of the first resource list is consistent in the first operation and the second operation. The terminal can then perform the first operation based on the first resource list without needing to perform additional training of the AI unit for the first operation. This effectively avoids the problem that the terminal needs to retrain a new AI unit in related technologies, and optimizes the management process and management difficulty of the AI unit.

Of course, in addition to the aforementioned conditions 1-2, in an optional implementation, the terminal does not expect the network-side device to configure a resource list other than the first resource list in the first operation, thereby avoiding the problem of needing to train different AI units for different resource lists, and thus reducing the management complexity of the AI units.

In other embodiments, the number of different first resource lists within a cell or a group of cells may be less than or equal to a first threshold, or the number of the first information within a cell or a group of cells may be less than or equal to a second threshold, thereby avoiding increasing the complexity of training the AI unit on the terminal. The first threshold and the second threshold can be implemented by protocol agreement or high-level configuration, etc., and are not limited here.

In some embodiments, for cases where the resources actually configured or sent by the network-side device mentioned above are inconsistent with those configured for the terminal, a virtual resource indication method can be used to enable the terminal and the network-side device to have a consistent understanding of the resources actually configured or sent by the network-side device. This allows the feedback results of the terminal when performing the first operation based on the first resource list as described in S210 or when providing information feedback based on the execution results of the first operation to meet the network-side requirements.

Based on this, in some implementations, the terminal performing the first operation based on the first resource list in S210 may include: the terminal performing the first operation based on other reference signal resources corresponding to the first resource list besides the target reference signal resource. Here, the target reference signal resource can be understood as a virtual resource, or a reference signal resource not transmitted by the network-side device, or a reference signal resource not received by the terminal, etc.

For example, suppose the first operation is the training of an AI unit, or the reference signal resources corresponding to the first resource list are used for measurement, and the network-side device is pre-configured for the terminal to correspond to resources 1-16 of the first resource list, but due to interference management or energy saving considerations, the network-side device actually configures or sends resources 1-15. In this case, compared to the related technologies where resources 1-15 actually configured or sent by the network-side device are treated as a new resource list and the model is retrained, in this embodiment, by configuring the aforementioned conditions 1 and/or 2, the terminal first understands that resources 1-15 are resources in the first resource list, that is, not new reference signal resources, and there is no need to retrain the AI unit. Then, by configuring the target reference signal resources, the terminal further understands that resource 16 in the first resource list is a virtual resource (or the network-side device does not send resource 16, or the terminal does not receive resource 16). Thus, when the terminal performs the first operation based on the first resource list, it can directly perform signal measurement or AI unit training based on resources 1-15, ensuring that the measurement results or AI unit training results obtained by the terminal based on resources 1-15 meet the network-side requirements.

In some implementations, after the terminal performs the first operation based on the first resource list as described in S210, the terminal may also feed back the execution result of the first operation to the network-side device. In order to ensure that the operation result fed back by the terminal is consistent with the resources actually configured or sent by the network-side device, that is, to ensure that the execution result of the first operation fed back by the terminal matches the needs of the network-side device, in this embodiment, the terminal may determine third information based on the execution result of the first operation and the target reference signal resource corresponding to the first resource list, such as removing or excluding the operation result corresponding to the target reference signal resource from the execution result of the first operation and sending it to the network-side device.

For example, suppose the first operation is the inference operation of the AI unit, and the AI unit is trained based on the first resource list configured by the network-side device, wherein the first resource list corresponds to resources 1-16, but due to interference issues or energy-saving considerations, the resources actually configured or sent by the network-side device are resources 1-15. In this case, compared to the related technologies where resources 1-15 actually configured or sent by the network-side device are treated as a new resource list and the model is retrained and inferred, in this embodiment, by configuring the aforementioned conditions 1 and/or 2, the terminal first understands that resources 1-15 are resources in the first resource list, that is, not new reference signal resources, and there is no need to retrain the AI unit. Then, by configuring the target reference signal resource, the terminal further understands that resource 16 in the first resource list is a virtual resource (or the network-side device does not send resource 16, or the terminal does not receive resource 16). As a result, after the terminal obtains the first inference result based on resources 1-16 corresponding to the first resource list, it needs to remove or exclude the inference result corresponding to resource 16 from the first inference result to obtain third information and send or feed it back to the network-side device, so that the inference result reported by the terminal is consistent with the requirements of the network-side device.

Optionally, the third information may include one or more of beam information and beam quality information. The overhead of the beam indication information corresponding to each beam information included in the third information is related to the number of reference signal resources in the first resource list excluding the target reference signal resource; that is, this application can save on the feedback overhead of the third information.

In some embodiments, the number of target reference signal resources may be less than or equal to the number of reference signal resources corresponding to the first resource list. Furthermore, the methods for determining the aforementioned target reference signal resources may include, but are not limited to, at least one of the following methods 1-3.

Method 1: The reference signal resource associated with the second indication information among the multiple reference signal resources corresponding to the first resource list is determined as the target reference signal resource. That is, the terminal believes that the network-side device does not transmit the reference signal resource associated with the second indication information, or the terminal does not receive the reference signal resource associated with the second indication information, or the reference signal resource associated with the second indication information is a virtual resource. The second indication information may be, but is not limited to, Radio Resource Control (RRC) signaling.

Method 2: Among the multiple reference signal resources corresponding to the first resource list, the reference signal resource corresponding to non-measurement purposes is determined as the target reference signal resource. That is, the terminal believes that the network-side device does not send reference signal resources corresponding to non-measurement purposes, or the terminal does not receive reference signal resources corresponding to non-measurement purposes, or the reference signal resource corresponding to non-measurement purposes is a virtual resource.

Method 3: When updating (or activating) multiple reference signal resources corresponding to the first resource list according to the third instruction information, the reference signal resources that are inactive among the updated multiple reference signal resources are determined as the target reference signal resources.

The third indication information may be, but is not limited to, MAC CE signaling. That is, if the network-side device updates the reference signal resources corresponding to the first resource list via MAC CE signaling, it can use the unupdated or inactive reference signal resources as the target reference signal resources. Specifically, the terminal assumes that the network-side device does not send the unupdated or inactive reference signal resources, or that the terminal does not receive the unupdated or inactive reference signal resources, or that the unupdated or inactive reference signal resources are virtual resources. For updated or activated reference signal resources, the terminal assumes that the reference signal resource is sent, or that the terminal receives the reference signal resource, or that the terminal determines that the reference signal resource is a real resource.

It is worth noting that, compared to Method 1, which explicitly indicates the target reference signal resource through first indication information, Methods 2 and 3 indicate the target reference signal resource through implicit indication.

In this embodiment, by configuring the target reference signal resources as described in methods 1-3 above, the resource transmission instruction of the network-side device can be realized, so that the network-side device and the terminal have a consistent understanding of the resources actually configured or transmitted by the network-side device, so that the execution result of the first operation performed by the terminal based on the first resource list is consistent with the requirements of the network-side device.

Based on the description in the aforementioned method embodiment 200, the following is an exemplary description of the communication processing method provided in this application.

Example 1

The terminal collects data in cell 1. Cell 1 is configured with the terminal's association identifier = 1. The network-side equipment is configured with the first resource list, namely reference signal resource 1 to reference signal resource 32, a total of 32 reference signal resources, for the terminal to collect data during beam training.

The terminal subsequently accesses cell 2. Cell 2 configures the terminal's association identifier as 2. The network-side equipment configures the first resource list, which includes 16 resources from reference signal resource 1 to reference signal resource 16, for the terminal to collect data during beam training.

When the terminal enters cell 3, cell 3 configures the terminal's association identifier to 1. The network-side equipment configures the first resource list, which is the data collection for the terminal during beam training from reference signal resource 1 to reference signal resource 32. However, due to beam management and other reasons, only 30 transmission beams are actually in use in cell 3. Therefore, the terminal can be told that resources 31 and 32 in resources 1 to 32 are virtual resources and will not be transmitted.

Based on this, if the terminal uses the collected data for model inference, when the terminal accesses cell 3 and determines that the association identifier of cell x = 1, i.e., the association identifier (i.e., the first information) has not changed, the terminal can assume or determine that the first resource list configured by the network-side device remains consistent between the training and inference phases, or that the terminal does not expect the network to configure a list other than the first resource list corresponding to association identifier = 1. Furthermore, the terminal can perform model inference based on reference signal resources 1-30 in the first resource list and virtual resources 31-32, so as to avoid the problem of the terminal considering reference signal resources 1-30 as a new resource set for additional training, while also ensuring that the inference results of the terminal's AI unit meet the requirements of the network-side device.

However, if the terminal enters cell 3 without applying the technical solution provided in this application, in this case, since the network-side equipment only actually uses beams 1-30, and the output of the AI unit on the terminal side corresponds to beam resources 1-32, the AI unit of the terminal cannot be used, or the reference signal resources corresponding to the training phase and the inference phase are not matched, resulting in a decrease in the prediction performance of the AI unit.

The communication processing method provided in this application can be executed by a communication processing apparatus. This application uses an apparatus for communication processing to illustrate the communication processing apparatus provided in this application.

This application provides a communication processing apparatus. As an example, the communication processing apparatus may be a communication device or a component within a communication device, such as a chip. The communication device may be a terminal, a network-side device, or a server, etc. Exemplarily, the terminal may include, but is not limited to, the type of terminal 11 listed above, and the network-side device may include, but is not limited to, the type of network-side device 12 listed above. This application does not impose specific limitations.

The communication processing device includes a receiving module, a transmitting module, and a processing module. These modules can be implemented in software or hardware. When implemented in hardware, the processing module can be implemented by a processor. For example, the processor can include general-purpose processors, special-purpose processors, such as a Central Processing Unit (CPU), microprocessor, Digital Signal Processor (DSP), Artificial Intelligence (AI) processor, GPU, ASIC, Network Processor (NP), Field Programmable Gate Array (FPGA), or other programmable logic devices, gate circuits, transistors, discrete hardware components, etc. The receiving and transmitting modules can be implemented by a communication interface, which can include one or more of the following: transceiver, pins, circuits, bus, radio frequency unit, etc.

In some implementations, referring to Figure 3, when the communication processing device is a terminal or a component within a terminal, the communication processing device 300 includes a processing module 310, used to perform a first operation based on a first resource list when a first condition is met; wherein, the first condition includes at least one of the following: the first information has not changed or the change state of the first information meets a second condition, the first information is used to indicate restriction information when performing the first operation based on the first resource list; the first resource list or related information of the first resource list remains consistent in the first operation and the second operation.

In some implementations, if the first information has not changed or the change state of the first information meets the second condition, the terminal determines that the first resource list or related information of the first resource list remains consistent in the first operation and the second operation; or, if the first resource list or related information of the first resource list remains consistent in the first operation and the second operation, the terminal determines that the first information has not changed or the change state of the first information meets the second condition.

In some implementations, the first information includes at least one of the following: first indication information, used to indicate that the transmission beam information of the network-side device remains consistent during the execution of the first operation and the second operation by the terminal; cell identification information; association identifier, used to identify that the transmission beam information of the network-side device remains consistent during the execution of the first operation and the second operation by the terminal; inference performance of the artificial intelligence (AI) unit; monitoring performance of the AI unit; and performance of the AI unit.

In some implementations, the relevant information of the first resource list includes at least one of the following: the identifier of the first resource list; the configuration of the reference signal resources associated with the first resource list; and the configuration of the beam information associated with the first resource list.

In some implementations, the configuration of the reference signal resources associated with the first resource list includes at least one of the following: the number of reference signal resource sets; the number of reference signal resources; the identifier of the reference signal resource set; the identifier of the reference signal resource; the order of the reference signal resource sets; the order of the reference signal resources; and the beam information corresponding to the reference signal resources.

In some implementations, the first operation or the second operation includes at least one of the following: training of the AI unit; inference of the AI unit; performance monitoring of the AI unit; lifecycle management (LCM) process of the AI unit; and data collection.

In some implementations, the first resource list corresponds to a set of reference signal resources or reference signal resources associated with the second information, and the second information includes at least one of AI unit input information and AI unit output information.

In some implementations, the reference signal resource set or reference signal resource associated with the second information includes at least one of the following: the second information is associated with one reference signal resource set or reference signal resource, wherein the reference signal resource set or reference signal resource is a periodic resource or a semi-persistent resource; the second information is associated with at least two reference signal resource sets or reference signal resources, wherein the reference signal resource set or reference signal resource is a periodic, semi-persistent, or aperiodic resource.

In some implementations, when the second information is associated with at least two sets of reference signal resources or reference signal resources, the first resource list is determined according to third information, which includes at least one of the following: the configuration order of the reference signal resources; the identification order of the reference signal resources; the configuration order of the sets of reference signal resources; the identification order of the sets of reference signal resources; the identification order of the reference signal resources in each set of reference signal resources; and the default or protocol-agreed order for determining the first resource list.

In some implementations, when the reference signal resource set or reference signal resource associated with the second information is used for the execution of the first operation or the second operation, the reference signal resource set associated with the second information satisfies at least one of the following: the reference signal resource set or reference signal resource associated with the second information is used by the terminal to perform reference signal measurement; the measurement result corresponding to the reference signal resource set or reference signal resource associated with the second information does not need to be fed back.

In some implementations, the number of different first resource lists within a cell or a group of cells is less than or equal to a first threshold, or the number of the first information within a cell or a group of cells is less than or equal to a second threshold.

In some implementations, performing the first operation based on the first resource list includes: performing the first operation based on other reference signal resources besides the target reference signal resource corresponding to the first resource list; wherein the target reference signal resource satisfies at least one of the following: the network-side device does not transmit the target reference signal resource; the terminal does not receive the target reference signal resource; the target reference signal resource is a virtual resource.

In some implementations, the device 300 further includes: a transmission module, configured to send fourth information to a network-side device; wherein the fourth information is determined based on the execution result of the first operation and the target reference signal resource corresponding to the first resource list, and the target reference signal resource satisfies at least one of the following: the network-side device does not send the target reference signal resource; the terminal does not receive the target reference signal resource; the target reference signal resource is a virtual resource.

In some implementations, the method for determining the target reference signal resource includes at least one of the following: determining the reference signal resource associated with the second indication information among the plurality of reference signal resources corresponding to the first resource list as the target reference signal resource; determining the reference signal resource corresponding to non-measurement purposes among the plurality of reference signal resources corresponding to the first resource list as the target reference signal resource; and, when updating the plurality of reference signal resources corresponding to the first resource list according to the third indication information, determining the reference signal resource in the inactive state among the updated plurality of reference signal resources as the target reference signal resource.

The communication processing apparatus 300 provided in this application embodiment can implement the various processes implemented in the method embodiment of FIG2 and achieve the same technical effect. To avoid repetition, it will not be described again here.

As shown in Figure 4, this application embodiment also provides a communication device 400, including a processor 401 and a memory 402. The memory 402 stores programs or instructions that can run on the processor 401. For example, when the communication device 400 is a terminal, the program or instructions executed by the processor 401 implement the various steps of the above-described communication processing method embodiment and achieve the same technical effect. When the communication device 400 is a network-side device, the program or instructions executed by the processor 401 implement the various steps of the above-described communication processing method embodiment and achieve the same technical effect. To avoid repetition, this will not be described again here.

This application also provides a terminal, including a processor and a communication interface, wherein the communication interface is coupled to the processor, and the processor is used to run programs or instructions to implement the steps in the method embodiment shown in FIG2. This terminal embodiment corresponds to the above-described terminal-side method embodiment, and all implementation processes and methods of the above-described method embodiments can be applied to this terminal embodiment and can achieve the same technical effect. The terminal can be the communication processing device shown in FIG3. Specifically, FIG5 is a schematic diagram of the hardware structure of a terminal implementing an embodiment of this application.

The terminal 500 includes, but is not limited to, at least some of the following components: radio frequency unit 501, network module 502, audio output unit 503, input unit 504, sensor 505, display unit 506, user input unit 507, interface unit 508, memory 509, and processor 510.

Those skilled in the art will understand that terminal 500 may also include a power supply (such as a battery) for powering various components. The power supply can be logically connected to processor 510 through a power management system, thereby enabling functions such as charging, discharging, and power consumption management through the power management system. The terminal structure shown in Figure 5 does not constitute a limitation on the terminal. The terminal may include more or fewer components than shown, or combine certain components, or have different component arrangements, which will not be elaborated here.

It should be understood that, in this embodiment, the input unit 504 may include a graphics processor 5041 and a microphone 5042. The graphics processor 5041 processes image data of still images or videos obtained by an image capture device (such as a camera) in video capture mode or image capture mode. The display unit 506 may include a display panel 5061, which may be configured in the form of a liquid crystal display, an organic light-emitting diode, etc. The user input unit 507 includes at least one of a touch panel 5071 and other input devices 5072. The touch panel 5071 is also called a touch screen. The touch panel 5071 may include a touch detection device and a touch controller. Other input devices 5072 may include, but are not limited to, physical keyboards, function keys (such as volume control buttons, power buttons, etc.), trackballs, mice, and joysticks, which will not be described in detail here.

In this embodiment, after receiving downlink data from the network-side device, the radio frequency unit 501 can transmit it to the processor 510 for processing; in addition, the radio frequency unit 501 can send uplink data to the network-side device. Typically, the radio frequency unit 501 includes, but is not limited to, antennas, amplifiers, transceivers, couplers, low-noise amplifiers, duplexers, etc.

The memory 509 can be used to store software programs or instructions, as well as various data. The memory 509 may primarily include a first storage area for storing programs or instructions and a second storage area for storing data. The first storage area may store the operating system, application programs or instructions required for at least one function (such as sound playback, image playback, etc.). Furthermore, the memory 509 may include volatile memory or non-volatile memory. The non-volatile memory may be read-only memory (ROM), programmable read-only memory (PROM), erasable programmable read-only memory (EPROM), electrically erasable programmable read-only memory (EEPROM), or flash memory. Volatile memory can be random access memory (RAM), static random access memory (SRAM), dynamic random access memory (DRAM), synchronous dynamic random access memory (SDRAM), double data rate synchronous dynamic random access memory (DDRSDRAM), enhanced synchronous dynamic random access memory (ESDRAM), synchronous link dynamic random access memory (SLDRAM), and direct memory bus RAM (DRRAM). The memory 509 in this embodiment includes, but is not limited to, these and any other suitable types of memory.

Processor 510 may include one or more processing units; optionally, processor 510 integrates an application processor and a modem processor, wherein the application processor mainly handles operations involving the operating system, user interface, and applications, and the modem processor mainly handles wireless communication signals, such as a baseband processor. It is understood that the aforementioned modem processor may also not be integrated into processor 510.

The processor 510 is configured to perform a first operation based on a first resource list when a first condition is met; wherein the first condition includes at least one of the following: the first information has not changed or the change state of the first information meets a second condition, the first information is used to indicate restriction information when performing the first operation based on the first resource list; the first resource list or related information of the first resource list remains consistent in the first operation and the second operation.

In some implementations, if the first information has not changed or the change state of the first information meets the second condition, the terminal determines that the first resource list or related information of the first resource list remains consistent in the first operation and the second operation; or, if the first resource list or related information of the first resource list remains consistent in the first operation and the second operation, the terminal determines that the first information has not changed or the change state of the first information meets the second condition.

In some implementations, the first information includes at least one of the following: first indication information, used to indicate that the transmission beam information of the network-side device remains consistent during the execution of the first operation and the second operation by the terminal; cell identification information; association identifier, used to identify that the transmission beam information of the network-side device remains consistent during the execution of the first operation and the second operation by the terminal; inference performance of the artificial intelligence (AI) unit; monitoring performance of the AI unit; and performance of the AI unit.

In some implementations, the relevant information of the first resource list includes at least one of the following: the identifier of the first resource list; the configuration of the reference signal resources associated with the first resource list; and the configuration of the beam information associated with the first resource list.

In some implementations, the configuration of the reference signal resources associated with the first resource list includes at least one of the following: the number of reference signal resource sets; the number of reference signal resources; the identifier of the reference signal resource set; the identifier of the reference signal resource; the order of the reference signal resource sets; the order of the reference signal resources; and the beam information corresponding to the reference signal resources.

In some implementations, the first operation or the second operation includes at least one of the following: training of the AI unit; inference of the AI unit; performance monitoring of the AI unit; lifecycle management (LCM) process of the AI unit; and data collection.

In some implementations, the first resource list corresponds to a set of reference signal resources or reference signal resources associated with the second information, and the second information includes at least one of AI unit input information and AI unit output information.

In some implementations, the reference signal resource set or reference signal resource associated with the second information includes at least one of the following: the second information is associated with one reference signal resource set or reference signal resource, wherein the reference signal resource set or reference signal resource is a periodic resource or a semi-persistent resource; the second information is associated with at least two reference signal resource sets or reference signal resources, wherein the reference signal resource set or reference signal resource is a periodic, semi-persistent, or aperiodic resource.

In some implementations, when the second information is associated with at least two sets of reference signal resources or reference signal resources, the first resource list is determined according to third information, which includes at least one of the following: the configuration order of the reference signal resources; the identification order of the reference signal resources; the configuration order of the sets of reference signal resources; the identification order of the sets of reference signal resources; the identification order of the reference signal resources in each set of reference signal resources; and the default or protocol-agreed order for determining the first resource list.

In some implementations, when the reference signal resource set or reference signal resource associated with the second information is used for the execution of the first operation or the second operation, the reference signal resource set associated with the second information satisfies at least one of the following: the reference signal resource set or reference signal resource associated with the second information is used by the terminal to perform reference signal measurement; the measurement result corresponding to the reference signal resource set or reference signal resource associated with the second information does not need to be fed back.

In some implementations, the number of different first resource lists within a cell or a group of cells is less than or equal to a first threshold, or the number of the first information within a cell or a group of cells is less than or equal to a second threshold.

In some implementations, performing the first operation based on the first resource list includes: performing the first operation based on other reference signal resources besides the target reference signal resource corresponding to the first resource list; wherein the target reference signal resource satisfies at least one of the following: the network-side device does not transmit the target reference signal resource; the terminal does not receive the target reference signal resource; the target reference signal resource is a virtual resource.

In some implementations, the radio frequency unit 501 is used to send fourth information to the network-side device; wherein the fourth information is determined based on the execution result of the first operation and the target reference signal resource corresponding to the first resource list, and the target reference signal resource satisfies at least one of the following: the network-side device does not send the target reference signal resource; the terminal does not receive the target reference signal resource; the target reference signal resource is a virtual resource.

In some implementations, the method for determining the target reference signal resource includes at least one of the following: determining the reference signal resource associated with the second indication information among the plurality of reference signal resources corresponding to the first resource list as the target reference signal resource; determining the reference signal resource corresponding to non-measurement purposes among the plurality of reference signal resources corresponding to the first resource list as the target reference signal resource; and, when updating the plurality of reference signal resources corresponding to the first resource list according to the third indication information, determining the reference signal resource in the inactive state among the updated plurality of reference signal resources as the target reference signal resource.

It is understood that the implementation process of each implementation method mentioned in this embodiment can refer to the relevant description of method embodiment 200 and achieve the same or corresponding technical effects. To avoid repetition, it will not be described again here.

This application also provides a readable storage medium storing a program or instructions. When the program or instructions are executed by a processor, they implement the various processes of the above-described communication processing method embodiments and achieve the same technical effects. To avoid repetition, they will not be described again here.

The processor mentioned above is the processor in the terminal described in the above embodiments. The readable storage medium includes computer-readable storage media, such as computer read-only memory (ROM), random access memory (RAM), magnetic disk, or optical disk. In some examples, the readable storage medium may be a non-transient readable storage medium.

This application embodiment also provides a chip, which includes a processor and a communication interface. The communication interface is coupled to the processor. The processor is used to run programs or instructions to implement the various processes of the above-described communication processing method embodiment and can achieve the same technical effect. To avoid repetition, it will not be described again here.

It should be understood that the chip mentioned in the embodiments of this application may also be referred to as a system-on-a-chip, system chip, chip system, or system-on-a-chip, etc.

This application also provides a computer program/program product, which is stored in a storage medium and executed by at least one processor to implement the various processes of the above-described communication processing method embodiment, and can achieve the same technical effect. To avoid repetition, it will not be described again here.

This application also provides a communication processing system, including a terminal and a network-side device. The terminal can be used to execute various processes of the communication processing method embodiments described above, and can achieve the same technical effect. To avoid repetition, it will not be described again here.

It should be noted that, in this document, the terms "comprising," "including," or any other variations thereof are intended to cover non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements includes not only those elements but also other elements not expressly listed, or elements inherent to such a process, method, article, or apparatus. Without further limitations, an element defined by the phrase "comprising one..." does not exclude the presence of other identical elements in the process, method, article, or apparatus that includes that element. Furthermore, it should be noted that the scope of the methods and apparatuses in the embodiments of this application is not limited to performing functions in the order shown or discussed, but may also include performing functions substantially simultaneously or in the reverse order, depending on the functions involved. For example, the described methods may be performed in a different order than described, and various steps may be added, omitted, or combined. Additionally, features described with reference to certain examples may be combined in other examples.

From the above description of the embodiments, those skilled in the art can clearly understand that the methods of the above embodiments can be implemented by means of computer software products plus necessary general-purpose hardware platforms, and of course, they can also be implemented by hardware. The computer software product is stored in a storage medium (such as ROM, RAM, magnetic disk, optical disk, etc.) and includes several instructions to cause the terminal or network-side device to execute the methods described in the various embodiments of this application.

The embodiments of this application have been described above with reference to the accompanying drawings. However, this application is not limited to the specific embodiments described above. The specific embodiments described above are merely illustrative and not restrictive. Those skilled in the art can make many other implementations under the guidance of this application without departing from the spirit and scope of the claims. All of these implementations are within the protection scope of this application.

Claims (30)

A method for communication processing includes: If the first condition is met, the terminal performs the first operation based on the first resource list; The first condition includes at least one of the following: If the first information has not changed or the change in the first information satisfies the second condition, the first information is used to indicate the restriction information when performing the first operation based on the first resource list. The first resource list or related information of the first resource list remains consistent in the first and second operations. The method as described in claim 1, wherein, If the first information remains unchanged or the change in the first information meets the second condition, the terminal determines that the first resource list or related information of the first resource list remains consistent in the first operation and the second operation. Alternatively, if the first resource list or its related information remains consistent in the first and second operations, the terminal determines that the first information has not changed or that the change in the first information satisfies the second condition. The method of claim 1, wherein the first information includes at least one of the following: The first indication information is used to indicate that the transmission beam information of the network-side device remains consistent during the process of the terminal performing the first operation and the second operation. Community identification information; An association identifier is used to identify that the transmission beam information of the network-side device remains consistent during the execution of the first and second operations by the terminal. Inference performance of the artificial intelligence (AI) unit; The monitoring performance of the AI unit; Performance of the AI unit. The method of claim 1, wherein the relevant information of the first resource list includes at least one of the following: The identifier of the first resource list; The configuration of the reference signal resources associated with the first resource list; Configuration of beam information associated with the first resource list. The method of claim 4, wherein the configuration of the reference signal resources associated with the first resource list includes at least one of the following: The number of reference signal resource sets; The number of reference signal resources; Identifier of the reference signal resource set; Identification of reference signal resources; The order of the reference signal resource set; The order of reference signal resources; Beam information corresponding to the reference signal resource. The method of any one of claims 1-5, wherein the first operation or the second operation comprises at least one of the following: Training of AI units; Reasoning by the AI unit; Performance monitoring of the AI unit; The lifecycle management (LCM) process for AI units; Data collection. The method as described in any one of claims 1-6, wherein the first resource list corresponds to a set of reference signal resources or reference signal resources associated with the second information, and the second information includes at least one of AI unit input information and AI unit output information. The method of claim 7, wherein the set of reference signal resources or reference signal resources associated with the second information includes at least one of the following: The second information is associated with a set of reference signal resources or a reference signal resource, wherein the set of reference signal resources or the reference signal resource is a periodic resource or a semi-persistent resource; The second information is associated with at least two sets of reference signal resources or reference signal resources, wherein the sets of reference signal resources or reference signal resources are periodic, semi-persistent, or aperiodic resources. The method of claim 8, wherein, when the second information is associated with at least two sets of reference signal resources or reference signal resources, the first resource list is determined according to third information, the third information including at least one of the following: The configuration order of the reference signal resources; The identification order of the reference signal resources; The configuration order of the reference signal resource set; The identification order of the reference signal resource set; The identification order of the reference signal resources in each of the aforementioned reference signal resource sets; The order of the first resource list is determined by default or by agreement. The method of any one of claims 1-9, wherein, when the reference signal resource set or reference signal resource associated with the second information is used for the execution of the first operation or the second operation, the reference signal resource set associated with the second information satisfies at least one of the following: The reference signal resource set or reference signal resource associated with the second information is used by the terminal to perform reference signal measurement; The reference signal resource set associated with the second information or the measurement results corresponding to the reference signal resource do not need to be fed back. The method as described in any one of claims 1-10, wherein the number of different first resource lists within a cell or a group of cells is less than or equal to a first threshold, or the number of the first information within a cell or a group of cells is less than or equal to a second threshold. The method as described in any one of claims 1-11, wherein performing the first operation based on the first resource list includes: The first operation is performed based on the reference signal resources other than the target reference signal resource corresponding to the first resource list; Wherein, the target reference signal resource satisfies at least one of the following: Network-side devices do not transmit the target reference signal resources; The terminal does not receive the target reference signal resource; The target reference signal resource is a virtual resource. The method according to any one of claims 1-11, wherein the method further comprises: Send the fourth message to the network-side device; The fourth information is determined based on the execution result of the first operation and the target reference signal resource corresponding to the first resource list, wherein the target reference signal resource satisfies at least one of the following: Network-side devices do not transmit the target reference signal resources; The terminal does not receive the target reference signal resource; The target reference signal resource is a virtual resource. The method of claim 12 or 13, wherein the determination of the target reference signal resource includes at least one of the following: The reference signal resource associated with the second indication information among the multiple reference signal resources corresponding to the first resource list is determined as the target reference signal resource; The reference signal resources that are not used for measurement purposes among the multiple reference signal resources corresponding to the first resource list are determined as the target reference signal resources; When updating multiple reference signal resources corresponding to the first resource list according to the third instruction information, the reference signal resources that are inactive among the updated multiple reference signal resources are determined as the target reference signal resources. A communication processing apparatus, comprising: The processing module is used to perform a first operation based on a first resource list if a first condition is met. The first condition includes at least one of the following: If the first information has not changed or the change in the first information satisfies the second condition, the first information is used to indicate the restriction information when performing the first operation based on the first resource list. The first resource list or related information of the first resource list remains consistent in the first and second operations. The apparatus of claim 15, wherein, If the first information remains unchanged or the change in the first information meets the second condition, the terminal determines that the first resource list or related information of the first resource list remains consistent in the first operation and the second operation. Alternatively, if the first resource list or its related information remains consistent in the first and second operations, the terminal determines that the first information has not changed or that the change in the first information satisfies the second condition. The apparatus of claim 15, wherein the first information includes at least one of the following: The first indication information is used to indicate that the transmission beam information of the network-side device remains consistent during the process of the terminal performing the first operation and the second operation. Community identification information; An association identifier is used to identify that the transmission beam information of the network-side device remains consistent during the execution of the first and second operations by the terminal. Inference performance of the artificial intelligence (AI) unit; The monitoring performance of the AI unit; Performance of the AI unit. The apparatus of claim 15, wherein the relevant information of the first resource list includes at least one of the following: The identifier of the first resource list; The configuration of the reference signal resources associated with the first resource list; Configuration of beam information associated with the first resource list. The apparatus of claim 18, wherein the configuration of the reference signal resources associated with the first resource list includes at least one of the following: The number of reference signal resource sets; The number of reference signal resources; Identifier of the reference signal resource set; Identification of reference signal resources; The order of the reference signal resource set; The order of reference signal resources; Beam information corresponding to the reference signal resource. The apparatus of any one of claims 15-19, wherein the first operation or the second operation comprises at least one of the following: Training of AI units; Reasoning by the AI unit; Performance monitoring of the AI unit; The lifecycle management (LCM) process for AI units; Data collection. The apparatus of any one of claims 15-20, wherein the first resource list corresponds to a set of reference signal resources or reference signal resources associated with the second information, and the second information includes at least one of AI unit input information and AI unit output information. The apparatus of claim 21, wherein the set of reference signal resources or the reference signal resources associated with the second information include at least one of the following: The second information is associated with a set of reference signal resources or a reference signal resource, wherein the set of reference signal resources or the reference signal resource is a periodic resource or a semi-persistent resource; The second information is associated with at least two sets of reference signal resources or reference signal resources, wherein the sets of reference signal resources or reference signal resources are periodic, semi-persistent, or aperiodic resources. The apparatus of claim 22, wherein, when the second information is associated with at least two sets of reference signal resources or reference signal resources, the first resource list is determined according to third information, the third information including at least one of the following: The configuration order of the reference signal resources; The identification order of the reference signal resources; The configuration order of the reference signal resource set; The identification order of the reference signal resource set; The identification order of the reference signal resources in each of the aforementioned reference signal resource sets; The order of the first resource list is determined by default or by agreement. The apparatus of any one of claims 15-23, wherein, when the reference signal resource set or reference signal resource associated with the second information is used for the execution of the first operation or the second operation, the reference signal resource set associated with the second information satisfies at least one of the following: The reference signal resource set or reference signal resource associated with the second information is used by the terminal to perform reference signal measurement; The reference signal resource set associated with the second information or the measurement results corresponding to the reference signal resource do not need to be fed back. The apparatus of any one of claims 15-24, wherein the number of different first resource lists within a cell or a group of cells is less than or equal to a first threshold, or the number of the first information within a cell or a group of cells is less than or equal to a second threshold. The apparatus of any one of claims 15-25, wherein performing the first operation based on the first resource list comprises: The first operation is performed based on the reference signal resources other than the target reference signal resource corresponding to the first resource list; Wherein, the target reference signal resource satisfies at least one of the following: Network-side devices do not transmit the target reference signal resources; The terminal does not receive the target reference signal resource; The target reference signal resource is a virtual resource. The apparatus of any one of claims 15-25, wherein the apparatus further comprises: The transmission module is used to send fourth information to network-side devices; The fourth information is determined based on the execution result of the first operation and the target reference signal resource corresponding to the first resource list, wherein the target reference signal resource satisfies at least one of the following: Network-side devices do not transmit the target reference signal resources; The terminal does not receive the target reference signal resource; The target reference signal resource is a virtual resource. The apparatus of claim 26 or 27, wherein the method for determining the target reference signal resource includes at least one of the following: The reference signal resource associated with the second indication information among the multiple reference signal resources corresponding to the first resource list is determined as the target reference signal resource; The reference signal resources that are not used for measurement purposes among the multiple reference signal resources corresponding to the first resource list are determined as the target reference signal resources; When updating multiple reference signal resources corresponding to the first resource list according to the third instruction information, the reference signal resources that are inactive among the updated multiple reference signal resources are determined as the target reference signal resources. A terminal includes a processor and a memory, the memory storing a program or instructions executable on the processor, the program or instructions, when executed by the processor, implementing the steps of the method as claimed in any one of claims 1 to 14. A readable storage medium on which a program or instructions are stored, wherein the program or instructions, when executed by a processor, implement the steps of the method as described in any one of claims 1 to 14.