Channel information processing method and apparatus, and communication device
By adopting a compression method other than the time-frequency airspace compression method during the time-frequency airspace compression process of channel information, clearing the intermediate state information, and reusing the encoder or decoder at the initial moment, the problem of unstable channel information compression in complex wireless channel environments is solved, and stable channel information compression is achieved.
Patent Information
- Application Number
- PCT/CN2025/070578
- Authority / Receiving Office
- WO · WO
- Patent Type
- Applications
- Current Assignee / Owner
- Priority Date
- 2024-01-04
- Filing Date
- 2025-01-03
- Publication Date
- 2025-07-10
AI Technical Summary
In a complex and changeable wireless channel environment, time-frequency airspace compression of channel information is difficult to proceed stably. In the prior art, problems may occur in the input information or output information of the encoder or decoder, resulting in unstable compression of channel information.
When there is a problem with the time-frequency airspace compression process of channel information, the compression method other than the time-frequency airspace compression method is used for encoding or decoding, clear the intermediate state information, reuse the encoder or decoder at the initial time, and use the channel time-domain correlation information for processing.
Ensure that the time-frequency airspace compression of channel information is carried out stably in a complex and changeable wireless channel environment, improving the performance and reliability of channel information compression.
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Figure CN2025070578_10072025_PF_FP_ABST
Abstract
Description
Channel information processing method, device and communication equipment
[0001] Cross-references
[0002] The present disclosure claims priority to Chinese patent application number 2024100177058 filed on January 4, 2024, entitled “Channel Information Processing Method, Device and Communication Equipment”, the entire contents of which are incorporated herein by reference. Technical Field
[0003] The present application belongs to the field of coding and decoding technology, and specifically relates to a method, device and communication equipment for processing channel information. Background Art
[0004] In related technologies, time-frequency and spatial compression requires encoding or decoding in conjunction with channel information from past moments, for example, by combining the intermediate state information output by the encoder or decoder at past moments. However, due to the complexity and variability of wireless channel environments, encoders or decoders may encounter issues, such as problems with their input or output information or inference process. This makes it difficult to stably perform time-frequency and spatial compression of channel information in complex and volatile wireless channel environments. Summary of the Invention
[0005] The embodiments of the present application provide a method, apparatus, and communication device for processing channel information, which can solve the problem that time-frequency-spatial domain compression of channel information is difficult to perform stably in a complex and changeable wireless channel environment.
[0006] In a first aspect, a method for processing channel information is provided, comprising:
[0007] When it is determined that a problem event occurs in the time-frequency-spatial domain compression process of the channel information at the first moment, the first device performs a first operation;
[0008] The first operation includes at least one of the following:
[0009] Sending first indication information, where the first indication information is used to indicate a first compression mode corresponding to channel reporting information, where the first compression mode is a compression mode other than the time-frequency-spatial domain compression mode, and the channel reporting information is obtained by encoding channel information at a first moment using the first compression mode;
[0010] Reporting first channel reporting information, where the first channel reporting information is obtained by encoding the channel information at the first moment using the first compression method;
[0011] Not reporting the second channel reporting information, where the second channel reporting information is obtained by encoding the channel information at the first moment using a time-frequency-space domain compression method;
[0012] Sending second indication information, where the second indication information is used to indicate relevant information of the problem event;
[0013] encoding channel information at a third moment using intermediate state information corresponding to channel information at a second moment, wherein the second moment is a moment before the first moment and the third moment is a moment after the first moment;
[0014] not using the intermediate state information corresponding to the channel information at the first moment to encode the channel information at the third moment;
[0015] Clearing the intermediate state information corresponding to the channel information at at least one moment;
[0016] re-using an encoder corresponding to the channel information at an initial moment for encoding, where the channel information at the initial moment is first channel information encoded by the first device;
[0017] The intermediate state information includes or indicates information about channel time domain correlation, and the time-frequency-space domain compression process refers to a process of compression using a time-frequency-space domain compression method.
[0018] In a second aspect, a method for processing channel information is provided, including:
[0019] When it is determined that a problem event occurs in the time-frequency-spatial domain compression process of the channel information at the first moment, the second device performs a second operation;
[0020] The second operation includes at least one of the following:
[0021] Sending third indication information, where the third indication information is used to indicate that a problem event occurs in the time-frequency-spatial domain compression process of the channel information at the first moment, or to instruct the first device to reuse the encoder corresponding to the channel information at the initial moment for encoding, or to indicate a timestamp corresponding to the problem event;
[0022] Not sending a target timestamp, where the target timestamp is used to indicate that the decoder of the second device is operating normally, or to indicate a time when channel reporting information is received, or to indicate a decoding time of the decoder;
[0023] Decoding the channel reporting information at a third moment using the intermediate state information corresponding to the channel reporting information at the second moment, wherein the second moment is a moment before the first moment and the third moment is a moment after the first moment;
[0024] not using the intermediate state information corresponding to the channel reporting information at the first moment to decode the channel reporting information at the third moment;
[0025] Clear the intermediate state information corresponding to the channel reporting information at at least one moment;
[0026] Reusing the decoder corresponding to the channel reporting information at the initial moment for decoding, where the channel reporting information at the initial moment is the first channel reporting information decoded by the second device;
[0027] The intermediate state information includes or indicates information about channel time domain correlation, and the time-frequency-space domain compression process refers to a process of compression using a time-frequency-space domain compression method.
[0028] According to a third aspect, a channel information processing device is provided, comprising:
[0029] A first processing module is configured to perform a first operation when it is determined that a problem event occurs in the time-frequency-spatial domain compression process of the channel information at the first moment;
[0030] The first operation includes at least one of the following:
[0031] Sending first indication information, where the first indication information is used to indicate a first compression mode corresponding to channel reporting information, where the first compression mode is a compression mode other than the time-frequency-spatial domain compression mode, and the channel reporting information is obtained by encoding channel information at a first moment using the first compression mode;
[0032] Reporting first channel reporting information, where the first channel reporting information is obtained by encoding the channel information at the first moment using the first compression method;
[0033] Not reporting the second channel reporting information, where the second channel reporting information is obtained by encoding the channel information at the first moment using a time-frequency-space domain compression method;
[0034] Sending second indication information, where the second indication information is used to indicate relevant information of the problem event;
[0035] encoding channel information at a third moment using intermediate state information corresponding to channel information at a second moment, wherein the second moment is a moment before the first moment and the third moment is a moment after the first moment;
[0036] not using the intermediate state information corresponding to the channel information at the first moment to encode the channel information at the third moment;
[0037] Clearing the intermediate state information corresponding to the channel information at at least one moment;
[0038] re-using an encoder corresponding to the channel information at an initial moment for encoding, where the channel information at the initial moment is first channel information encoded by the first device;
[0039] The intermediate state information includes or indicates information about channel time domain correlation, and the time-frequency-space domain compression process refers to a process of compression using a time-frequency-space domain compression method.
[0040] In a fourth aspect, a channel information processing device is provided, comprising:
[0041] A second processing module is configured to perform a second operation when it is determined that a problem event occurs in the time-frequency-spatial domain compression process of the channel information at the first moment;
[0042] The second operation includes at least one of the following:
[0043] Sending third indication information, where the third indication information is used to indicate that a problem event occurs in the time-frequency-spatial domain compression process of the channel information at the first moment, or to instruct the first device to reuse the encoder corresponding to the channel information at the initial moment for encoding, or to indicate a timestamp corresponding to the problem event;
[0044] Not sending a target timestamp, where the target timestamp is used to indicate that the decoder of the second device is operating normally, or to indicate a time when channel reporting information is received, or to indicate a decoding time of the decoder;
[0045] Decoding the channel reporting information at a third moment using the intermediate state information corresponding to the channel reporting information at the second moment, wherein the second moment is a moment before the first moment and the third moment is a moment after the first moment;
[0046] not using the intermediate state information corresponding to the channel reporting information at the first moment to decode the channel reporting information at the third moment;
[0047] Clear the intermediate state information corresponding to the channel reporting information at at least one moment;
[0048] Reusing the decoder corresponding to the channel reporting information at the initial moment for decoding, where the channel reporting information at the initial moment is the first channel reporting information decoded by the second device;
[0049] The intermediate state information includes or indicates information about channel time domain correlation, and the time-frequency-space domain compression process refers to a process of compression using a time-frequency-space domain compression method.
[0050] In a fifth aspect, a terminal is provided, comprising a processor and a memory, wherein the memory stores a program or instruction that can be run on the processor, and when the program or instruction is executed by the processor, the steps of the method described in the first aspect or the second aspect are implemented.
[0051] According to a sixth aspect, a terminal is provided, including a processor and a communication interface, wherein the processor is configured to, upon determining that a problem event occurs in a time-frequency-spatial domain compression process of channel information at a first moment, perform a first operation;
[0052] The first operation includes at least one of the following:
[0053] Sending first indication information, where the first indication information is used to indicate a first compression mode corresponding to channel reporting information, where the first compression mode is a compression mode other than the time-frequency-spatial domain compression mode, and the channel reporting information is obtained by encoding channel information at a first moment using the first compression mode;
[0054] Reporting first channel reporting information, where the first channel reporting information is obtained by encoding the channel information at the first moment using the first compression method;
[0055] Not reporting the second channel reporting information, where the second channel reporting information is obtained by encoding the channel information at the first moment using a time-frequency-space domain compression method;
[0056] Sending second indication information, where the second indication information is used to indicate relevant information of the problem event;
[0057] encoding channel information at a third moment using intermediate state information corresponding to channel information at a second moment, wherein the second moment is a moment before the first moment and the third moment is a moment after the first moment;
[0058] not using the intermediate state information corresponding to the channel information at the first moment to encode the channel information at the third moment;
[0059] Clearing the intermediate state information corresponding to the channel information at at least one moment;
[0060] re-using an encoder corresponding to the channel information at an initial moment for encoding, where the channel information at the initial moment is first channel information encoded by the first device;
[0061] The intermediate state information includes or indicates information about channel time domain correlation, and the time-frequency-space domain compression process refers to a process of compression using a time-frequency-space domain compression method;
[0062] Alternatively, the processor is configured to perform the second operation when it is determined that a problem event occurs in the time-frequency-spatial domain compression process of the channel information at the first moment;
[0063] The second operation includes at least one of the following:
[0064] Sending third indication information, where the third indication information is used to indicate that a problem event occurs in the time-frequency-spatial domain compression process of the channel information at the first moment, or to instruct the first device to reuse the encoder corresponding to the channel information at the initial moment for encoding, or to indicate a timestamp corresponding to the problem event;
[0065] Not sending a target timestamp, where the target timestamp is used to indicate that the decoder of the second device is operating normally, or to indicate a time when channel reporting information is received, or to indicate a decoding time of the decoder;
[0066] Decoding the channel reporting information at a third moment using the intermediate state information corresponding to the channel reporting information at the second moment, wherein the second moment is a moment before the first moment and the third moment is a moment after the first moment;
[0067] not using the intermediate state information corresponding to the channel reporting information at the first moment to decode the channel reporting information at the third moment;
[0068] Clear the intermediate state information corresponding to the channel reporting information at at least one moment;
[0069] Reusing the decoder corresponding to the channel reporting information at the initial moment for decoding, where the channel reporting information at the initial moment is the first channel reporting information decoded by the second device;
[0070] The intermediate state information includes or indicates information about channel time domain correlation, and the time-frequency-space domain compression process refers to a process of compression using a time-frequency-space domain compression method.
[0071] In the seventh aspect, a network side device is provided, which includes a processor and a memory, wherein the memory stores programs or instructions that can be run on the processor, and when the program or instructions are executed by the processor, the steps of the method described in the first aspect or the second aspect are implemented.
[0072] In an eighth aspect, a network-side device is provided, including a processor and a communication interface, wherein the processor is configured to perform a first operation when determining that a problem event occurs in a time-frequency-spatial domain compression process of channel information at a first moment;
[0073] The first operation includes at least one of the following:
[0074] Sending first indication information, where the first indication information is used to indicate a first compression mode corresponding to channel reporting information, where the first compression mode is a compression mode other than the time-frequency-spatial domain compression mode, and the channel reporting information is obtained by encoding channel information at a first moment using the first compression mode;
[0075] Reporting first channel reporting information, where the first channel reporting information is obtained by encoding the channel information at the first moment using the first compression method;
[0076] Not reporting the second channel reporting information, where the second channel reporting information is obtained by encoding the channel information at the first moment using a time-frequency-space domain compression method;
[0077] Sending second indication information, where the second indication information is used to indicate relevant information of the problem event;
[0078] encoding channel information at a third moment using intermediate state information corresponding to channel information at a second moment, wherein the second moment is a moment before the first moment and the third moment is a moment after the first moment;
[0079] not using the intermediate state information corresponding to the channel information at the first moment to encode the channel information at the third moment;
[0080] Clearing the intermediate state information corresponding to the channel information at at least one moment;
[0081] re-using an encoder corresponding to the channel information at an initial moment for encoding, where the channel information at the initial moment is first channel information encoded by the first device;
[0082] The intermediate state information includes or indicates information about channel time domain correlation, and the time-frequency-space domain compression process refers to a process of compression using a time-frequency-space domain compression method;
[0083] Alternatively, the processor is configured to perform the second operation when it is determined that a problem event occurs in the time-frequency-spatial domain compression process of the channel information at the first moment;
[0084] The second operation includes at least one of the following:
[0085] Sending third indication information, where the third indication information is used to indicate that a problem event occurs in the time-frequency-spatial domain compression process of the channel information at the first moment, or to instruct the first device to reuse the encoder corresponding to the channel information at the initial moment for encoding, or to indicate a timestamp corresponding to the problem event;
[0086] Not sending a target timestamp, where the target timestamp is used to indicate that the decoder of the second device is operating normally, or to indicate a time when channel reporting information is received, or to indicate a decoding time of the decoder;
[0087] Decoding the channel reporting information at a third moment using the intermediate state information corresponding to the channel reporting information at the second moment, wherein the second moment is a moment before the first moment and the third moment is a moment after the first moment;
[0088] not using the intermediate state information corresponding to the channel reporting information at the first moment to decode the channel reporting information at the third moment;
[0089] Clear the intermediate state information corresponding to the channel reporting information at at least one moment;
[0090] Reusing the decoder corresponding to the channel reporting information at the initial moment for decoding, where the channel reporting information at the initial moment is the first channel reporting information decoded by the second device;
[0091] The intermediate state information includes or indicates information about channel time domain correlation, and the time-frequency-space domain compression process refers to a process of compression using a time-frequency-space domain compression method.
[0092] In the ninth aspect, a readable storage medium is provided, on which a program or instruction is stored. When the program or instruction is executed by a processor, the steps of the method described in the first aspect are implemented, or the steps of the method described in the second aspect are implemented.
[0093] In the tenth aspect, a channel information processing system is provided, comprising: a terminal and a network-side device, wherein the terminal can be used to execute the steps of the method described in the first aspect, and the network-side device can be used to execute the steps of the method described in the second aspect; or, the terminal can be used to execute the steps of the method described in the second aspect, and the network-side device can be used to execute the steps of the method described in the first aspect.
[0094] In the eleventh aspect, a chip is provided, which includes 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 method as described in the first aspect, or to implement the method as described in the second aspect.
[0095] In a twelfth aspect, a computer program / program product is provided, wherein the computer program / program product is stored in a storage medium and is executed by at least one processor to implement the steps of the method described in the first aspect or the second aspect.
[0096] In an embodiment of the present application, when it is determined that a problem event occurs in the time-frequency-spatial compression process of the channel information at the first moment, the first device performs a first operation; the first operation includes at least one of the following: sending a first indication message, the first indication message is used to indicate that the channel reporting information adopts a compression method other than the time-frequency-spatial compression method; sending a second indication message for indicating relevant information of the problem event; using the intermediate state information corresponding to the channel information at the second moment to encode the channel information at the third moment, the second moment is before the first moment, and the third moment is after the first moment; not using the intermediate state information corresponding to the channel information at the first moment to encode the channel information at the third moment; clearing the intermediate state information corresponding to the channel information at at least one moment; re-using the encoder corresponding to the channel information at the initial moment for encoding. That is, the above scheme defines the corresponding processing behavior when a problem event occurs in the time-frequency-spatial compression process of the channel information, so as to ensure that the time-frequency-spatial compression of the channel information can be carried out stably in a complex and changeable wireless channel environment. BRIEF DESCRIPTION OF THE DRAWINGS
[0097] FIG1 is a structural diagram of a communication system applicable to embodiments of the present application;
[0098] Figure 2 shows a schematic diagram of a neural network;
[0099] Figure 3 shows a schematic diagram of a neuron;
[0100] FIG4 is a schematic diagram showing a flow chart of a method for processing channel information according to an embodiment of the present application;
[0101] FIG5 is a schematic diagram showing compression of channel state information in an embodiment of the present application;
[0102] FIG6 is a second flow chart showing a method for processing channel information according to an embodiment of the present application;
[0103] FIG7 shows one module schematic diagram of a device for processing channel information according to an embodiment of the present application;
[0104] FIG8 shows a second module schematic diagram of the channel information processing device according to an embodiment of the present application;
[0105] FIG9 is a block diagram showing a structure of a communication device according to an embodiment of the present application;
[0106] FIG10 is a block diagram showing a structure of a terminal according to an embodiment of the present application;
[0107] FIG11 shows a structural block diagram of a network-side device according to an embodiment of the present application. DETAILED DESCRIPTION
[0108] The following will be combined with the accompanying drawings in the embodiments of this application to clearly describe the technical solutions in the embodiments of this application. Obviously, the embodiments described are part of the embodiments of this application, not all of the embodiments. Based on the embodiments in this application, all other embodiments obtained by ordinary technicians in this field are within the scope of protection of this application.
[0109] The terms "first", "second", etc. in this application are used to distinguish similar objects, and are not used to describe a specific order or sequence. It should be understood that the terms used in this way are interchangeable where appropriate, so that the embodiments of the present application can be implemented in an order other than those illustrated or described herein, and the objects distinguished by "first" and "second" are generally of the same type, and do not limit the number of objects, for example, the first object can be one or more. In addition, "or" in this application represents at least one of the connected objects. For example, "A or B" covers three options, namely, Option 1: including A but not including B; Option 2: including B but not including A; Option 3: including both A and B. The character " / " generally indicates that the objects associated before and after are in an "or" relationship.
[0110] The term "indication" in this application can be either a direct indication (or explicit indication) or an indirect indication (or implicit indication). A direct indication can be understood as the sender explicitly informing the receiver of specific information, the operation to be performed, or the requested result, etc. in the instruction sent; an indirect indication can be understood as the receiver determining the corresponding information based on the instruction sent by the sender, or making a judgment and determining the operation to be performed or the requested result, etc. based on the judgment result.
[0111] It is worth noting that the technology described in the embodiments of the present application is not limited to the Long Term Evolution (LTE) / LTE-Advanced (LTE-A) system, 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 the embodiments of the present application are often used interchangeably, and the described technology can be used for the systems and radio technologies mentioned above, as well as for other systems and radio technologies. The following description describes a New Radio (NR) system for example purposes, and NR terminology is used in most of the following description, but these technologies can also be applied to systems other than NR systems, such as 6th Generation (6G) communication systems.
[0112] FIG1 is a block diagram of a wireless communication system applicable to an embodiment of the present application. The wireless communication system includes a terminal 11 and a network-side device 12. The terminal 11 may be a mobile phone, a tablet computer (Tablet Personal Computer), a laptop computer (Laptop Computer), a notebook computer, a personal digital assistant (PDA), a handheld computer, a netbook, an ultra-mobile personal computer (UMPC), a mobile internet device (MID), an augmented reality (AR), a virtual reality (VR) device, a robot, a wearable device (Wearable Device), an aircraft (Flight Vehicle), a vehicle-mounted device (VUE), a ship-mounted device, a pedestrian user equipment (PUE), a smart home (home appliances with wireless communication capabilities, such as refrigerators, televisions, washing machines, or furniture), a game console, a personal computer (PC), an ATM, or a self-service machine, or other terminal-side devices. Wearable devices include: smart watches, smart bracelets, smart headphones, smart glasses, smart jewelry (smart bracelets, smart bracelets, smart rings, smart necklaces, smart anklets, smart anklets, etc.), smart wristbands, smart clothing, etc. Among them, the vehicle-mounted device can also be called a vehicle-mounted terminal, a vehicle-mounted controller, a vehicle-mounted module, a vehicle-mounted component, a vehicle-mounted chip or a vehicle-mounted unit, etc. It should be noted that the specific type of the terminal 11 is not limited in the embodiment of the present application. The network side device 12 may include an access network device or a core network device, wherein the access network device may also be called a radio access network (Radio Access Network, RAN) device, a radio access network function or a radio access network unit. The access network device may include a base station, a wireless local area network (WLAN) access point (AP) or a wireless fidelity (WiFi) node, etc.Among them, the base station can be referred to as Node B (NB), Evolved Node B (eNB), the 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 (home evolved Node B), Transmission Reception Point (TRP) or other appropriate terms in the relevant field. As long as the same technical effect is achieved, the base station is not limited to specific technical vocabulary. It should be noted that in the embodiment of the present application, only the base station in the NR system is used as an example for introduction, and the specific type of the base station is not limited.
[0113] In order to enable those skilled in the art to better understand the embodiments of the present application, the following description is first given.
[0114] (1) Artificial Intelligence (AI);
[0115] AI is currently widely used in various fields. Integrating artificial intelligence into wireless communication networks to significantly improve technical indicators such as throughput, latency, and user capacity is a key task for future wireless communication networks. AI modules can be implemented in a variety of ways, such as neural networks, decision trees, support vector machines, and Bayesian classifiers. This application uses neural networks as an example, but does not limit the specific type of AI module.
[0116] A neural network diagram is shown in Figure 2, which includes an input layer, a hidden layer, and an output layer. A neural network is composed of neurons, and a neuron diagram is shown in Figure 3. K w K +b,a1,a2,…a Kis the input, w is the weight (multiplicative coefficient), b is the bias (additive coefficient), and σ(.) is the activation function. Common activation functions include the sigmoid function, the tanh function, and the rectified linear unit (ReLU).
[0117] Neural network parameters are optimized using a gradient optimization algorithm. Gradient optimization algorithms are a class of algorithms that minimize or maximize an objective function (sometimes called a loss function), which is often a mathematical combination of model parameters and data. For example, given data X and its corresponding label Y, a neural network model f(.) is constructed. With this model, the predicted output f(x) can be obtained based on the input x, and the difference between the predicted value and the true value (f(x) - Y) can be calculated. This is the loss function. The goal is to find the appropriate W and b to minimize the value of this loss function. The smaller the loss value, the closer the model is to the true value.
[0118] Currently, most common optimization algorithms are based on the back propagation (BP) algorithm. The basic idea of the BP algorithm is that the learning process consists of two steps: forward propagation of signals and back propagation of errors. During forward propagation, input samples are passed from the input layer, processed layer by layer through each hidden layer, and then transmitted to the output layer. If the actual output of the output layer does not match the expected output, the error begins back propagation. Back propagation involves propagating the output error back through the hidden layers to the input layer layer by layer in some form, distributing the error to all units in each layer. This error signal is then generated for each unit in each layer, which serves as the basis for adjusting the weights of each unit. This process of adjusting the weights of each layer, through forward propagation of signals and back propagation of errors, is repeated over and over again. This process of continuous weight adjustment is the network's learning and training process. This process continues until the error in the network output is reduced to an acceptable level, or until a pre-set number of learning cycles is reached.
[0119] Common optimization algorithms include Gradient Descent, Stochastic Gradient Descent (SGD), Mini-batch Gradient Descent, Momentum Gradient Descent, Stochastic Gradient Descent with momentum, Adaptive Gradient Descent, Adadelta, Root Mean Square prop (RMSprop), and Adaptive Moment Estimation.
[0120] When these optimization algorithms backpropagate errors, they all calculate the derivative / partial derivative of the current neuron based on the error / loss obtained by the loss function, add the influence of the learning rate, the previous gradient / derivative / partial derivative, etc., obtain the gradient, and pass the gradient to the previous layer.
[0121] (2) AI unit / AI model;
[0122] The AI unit / AI model described in the embodiments of the present application may also be referred to as a machine learning (ML) model, ML unit, AI structure, AI function, AI feature, machine learning model, neural network, neural network function, neural network function, etc., or the AI unit / AI model may also refer to a processing unit that can implement specific algorithms, formulas, processing procedures, capabilities, etc. related to AI, or the AI unit / AI model may be a processing method, algorithm, function, module or unit for a specific data set, or the AI unit / AI model may be a processing method, algorithm, function, module or unit running on AI / ML related hardware such as a graphics processing unit (GPU), a neural network processor (NPU), a tensor processing unit (TPU), an application-specific integrated circuit (ASIC), etc., and this application does not make specific limitations on this. Optionally, the specific data set includes the input or output of the AI unit / AI model.
[0123] Optionally, the identifier of the AI unit / AI model may be an AI model identifier, an AI structure identifier, an AI algorithm identifier, or an identifier of a specific data set associated with the AI unit / AI model, or an identifier of a specific scenario, environment, channel feature, or device related to the AI / ML, or an identifier of a function, feature, capability, or module related to the AI / ML. This application does not specifically limit this.
[0124] (3) Training collaboration types for AI / ML Channel State Information (CSI) compression models;
[0125] The CSI compression use case is a typical two-end model use case, meaning the complete CSI compression model needs to be deployed on different network nodes. Currently, most considerations involve deploying the encoder on the UE and the decoder on the network (NW). The (sub-)models deployed on multiple nodes must be paired to function properly. Considering the aforementioned characteristics of the two-end model, 3GPP has identified several basic types of training collaboration:
[0126] 1) Joint training at single entity (also called type 1);
[0127] This training framework refers to training a complete encoder and decoder model on a network node (UE or NW or a third-party server node, etc.), and then deploying the corresponding model module to the target node through methods such as model transfer (for example, transferring the encoder part to the UE and the decoder part to the NW).
[0128] 2) Joint training at multiple entities (also known as type 2);
[0129] This training framework involves multiple nodes participating in the training process, with each node independently calculating the forward and backpropagation information required for local model training and updating its own model parameters. Because the training process requires forward and backpropagation of the entire model (including the encoder and decoder), the corresponding forward and backpropagation information must be transferred between participating nodes. After training is complete, the model no longer needs to be transferred between nodes.
[0130] 3) Separate training on multiple nodes (also called type 3);
[0131] This training framework involves first training a reference model on a specific node, then sending information about the reference model to the target node. The target node then uses this information to train the model it needs, ensuring that the node (sub-)models can be paired with each other. For example, the NW first trains a complete encoder-decoder model and determines that the resulting decoder is the one that will actually be used. The NW then sends information about the corresponding encoder (typically the encoder's input and output data) to the UE, which then trains its own encoder based on this information. This training framework can be further divided into two scenarios: UE-first training and NW-first training. UE-first training involves first training a complete model on the UE side, then sending the information needed for the NW to train the matching model (typically the input and output data of the model to be trained on the NW side). In contrast, NW-first training involves first training a complete model on the NW side, then sending the information needed for the UE to train the matching model (typically the input and output data of the model to be trained on the UE side).
[0132] The following describes in detail the channel information processing method provided by the embodiments of the present application through some embodiments and their application scenarios in conjunction with the accompanying drawings.
[0133] As shown in FIG4 , an embodiment of the present application provides a method for processing channel information, including:
[0134] Step 401: When it is determined that a problem event occurs in the time-frequency-spatial domain compression process of channel information at a first moment, the first device performs a first operation;
[0135] Optionally, the first moment mentioned above may include any moment.
[0136] Optionally, the first device includes a terminal or a network side device.
[0137] Optionally, the first device includes at least one encoder (Encoder, ENC).
[0138] Optionally, at least one encoder in the first device corresponds to at least one AI model, for example, one encoder corresponds to one AI model, or multiple encoders correspond to one AI model. The encoder performs compression processing based on the corresponding AI model.
[0139] Optionally, the above-mentioned channel information includes channel information of CSI. Of course, the channel information may also include channel information of positioning information, etc., which is not specifically limited in the embodiments of the present application.
[0140] The above-mentioned time-frequency and spatial domain compression process refers to a compression process using a time-frequency and spatial domain compression method. In this time-frequency and spatial domain compression method, the channel information of the target time moments other than the initial time moment is combined with the intermediate state information output by the encoder corresponding to the previous time moment of the target time moment to encode the channel information of the target time moment. Optionally, the encoder at the initial time moment has no previous intermediate state information to use; or, the encoder at the initial time moment uses channel time domain related information obtained by other means as intermediate state information, such as obtaining channel time domain related information through channel statistical information and inputting it into the encoder at the initial time moment. Specifically, the first encoder that encodes the channel information at the initial time moment outputs the intermediate state information to the second encoder, and the second encoder uses the intermediate state information to encode the channel information of the first target time moment. Optionally, the second encoder also outputs the intermediate state information to a third encoder, and the third encoder is used to encode the channel information of the second target time moment based on the intermediate state information. The first target time moment is located after the initial time moment, and the second target time moment is located after the first target time moment.
[0141] Assuming that the above channel information is CSI, the time-frequency-spatial domain compression method is described below with reference to FIG5 .
[0142] As shown in Figure 5, during the time-frequency-space compression process, the channel information of the CSI of time slot X is encoded by the ENC to generate CSI reporting information. After the second device receives the CSI reporting information, it is decoded by the decoder (DEC) X to recover the channel information of the CSI of time slot X, that is, the CSI of time slot X is obtained. ’ Channel information of X, where X is 0, 1, 2, or 3. ENC1, ENC2, and ENC3 all need to use the intermediate state information output by the previous encoder when encoding the channel information of the CSI of the corresponding time slot.
[0143] The processing of the decoder is similar to that of the encoder and will not be described in detail here.
[0144] It should be noted that the intermediate state information of encoders is generally only transmitted between encoders, and the intermediate state information of decoders is generally only transmitted between decoders.
[0145] The first operation in step 401 includes at least one of the following:
[0146] Item 1: Sending first indication information, where the first indication information is used to indicate a first compression method corresponding to the channel reporting information. The first compression method is a compression method other than the time-frequency-spatial domain compression method. The channel reporting information is obtained by encoding the channel information at the first moment using the first compression method.
[0147] Exemplarily, the first compression method includes a space-frequency domain compression method. Optionally, the space-frequency domain compression method includes an AI / ML-based space-frequency domain compression method.
[0148] Exemplarily, the first compression method includes a method of compressing using a traditional codebook. Optionally, the traditional codebook includes a non-AI codebook, for example, a Type I codebook, a Type II codebook, and an enhanced Type II codebook.
[0149] After receiving the first indication information, the second device uses a compression method other than the time-frequency and spatial domains to perform decoding based on the first indication information, such as using a traditional codebook for decoding, thereby obtaining the restored channel information at the first moment, thereby ensuring the normal progress of the channel information compression process.
[0150] Item 2: reporting first channel reporting information, where the first channel reporting information is obtained by encoding the channel information at the first moment using the first compression method.
[0151] Optionally, the first channel reporting information is reported to the second device.
[0152] In an embodiment of the present application, the above-mentioned first indication information can be sent at the same time as reporting the first channel reporting information, so that the second device can decode the first channel reporting information based on the first indication information using a compression method other than the time-frequency and spatial domains, or, after receiving the first channel reporting information, the second device can decode the first channel reporting information based on the protocol agreement using a compression method other than the time-frequency and spatial domains, thereby obtaining the restored channel information at the first moment, thereby ensuring the normal progress of the channel information compression process.
[0153] Item 3: Not reporting the second channel reporting information, where the second channel reporting information is obtained by encoding the channel information at the first moment using a time-frequency-space domain compression method.
[0154] Since a problem occurs in the time-frequency-space domain compression process of the channel information at the first moment, the second channel reporting information is not reported to avoid the second device from decoding the abnormal channel reporting information.
[0155] Item 4: Sending second indication information, where the second indication information is used to indicate relevant information of the problem event.
[0156] Optionally, second indication information is sent to the second device.
[0157] Optionally, the second indication information includes at least one of the following:
[0158] Type of the problem event; illustratively, different event types correspond to different event identifiers, and the type of the problem event can be indicated by the event identifier;
[0159] Signal quality of channel information;
[0160] The timestamp corresponding to the problem event enables the second device to know the time when the problem event occurs.
[0161] Resources corresponding to the channel information; for example, the number of reference signal resources corresponding to the problematic channel information, or the resource location
[0162] Reference signal identifier corresponding to the channel information.
[0163] Here, by sending the second indication information, the second device can obtain relevant information of the problem event, and then take corresponding actions according to the information to ensure the normal progress of the channel information compression process.
[0164] Item 5: Using intermediate state information corresponding to the channel information at the second moment to encode the channel information at the third moment, wherein the second moment is a moment before the first moment, and the third moment is a moment after the first moment.
[0165] Since there is no problem in the time-frequency-spatial domain compression process of the channel information at the second moment, the intermediate state information corresponding to the channel information at the second moment can still be used to encode the channel information at the third moment, that is, the time-frequency-spatial domain coding method is still used to encode the channel information at the third moment.
[0166] Correspondingly, the decoder uses the intermediate state information corresponding to the channel reporting information at the second moment to decode the channel reporting information at the third moment, that is, the decoder continues to use the intermediate state information corresponding to the channel reporting information at the second moment, or the intermediate state information corresponding to the channel reporting information at the second moment is still used for decoding the channel reporting information at future moments.
[0167] Item 6: Do not use the intermediate state information corresponding to the channel information at the first moment to encode the channel information at the third moment.
[0168] Since a problem occurs in the time-frequency-spatial domain compression process of the channel information at the first moment, there may be a problem with the intermediate state information corresponding to the channel information at the first moment. Here, the intermediate state information corresponding to the channel information at the first moment is not used to encode the channel information at subsequent moments, which is beneficial to improving the compression performance of the channel information at subsequent moments.
[0169] Correspondingly, the decoder does not use the intermediate state information corresponding to the channel reporting information at the first moment to decode the channel reporting information at the third moment, that is, the intermediate state information corresponding to the channel reporting information at the first moment cannot be used for decoding the channel reporting information at the next moment.
[0170] Item 7: Clear the intermediate state information corresponding to the channel information at at least one moment.
[0171] Optionally, clearing the intermediate state information corresponding to the channel information at at least one moment includes clearing the intermediate state information corresponding to the channel information at the first moment.
[0172] Here, because a problem occurs during the time-frequency-spatial domain compression process of the channel information at the first moment, the intermediate state information corresponding to the channel information at the first moment may have a problem. The intermediate state information corresponding to the channel information at the first moment is cleared to avoid encoding using the intermediate state information corresponding to the channel information at the first moment at subsequent moments. Optionally, the encoder only stores and continuously updates one copy of the intermediate state information. In this case, clearing the intermediate state information corresponding to the channel information at the first moment is equivalent to clearing the only copy of the intermediate state information stored by the encoder.
[0173] Optionally, in one embodiment, clearing the intermediate state information corresponding to the channel information at at least one moment includes clearing all the intermediate state information of the encoder.
[0174] Optionally, the decoder may clear the channel reporting information at at least one time point. For example, the decoder may clear the intermediate state information corresponding to the channel reporting information at the first time point, or may not clear the intermediate state information corresponding to the channel reporting information at the first time point. For another example, the decoder may clear all intermediate state information.
[0175] Item 8: re-using the encoder corresponding to the channel information at the initial moment for encoding, where the channel information at the initial moment is the first channel information encoded by the first device.
[0176] Here, reusing the encoder corresponding to the channel information at the initial moment for encoding can also be described as resetting the time-frequency-spatial domain compression window (including the encoder and decoder) or reusing the encoder and decoder corresponding to the initial moment.
[0177] As an implementation manner, the encoder corresponding to the channel information at the initial moment is reused to encode the channel information at the first moment.
[0178] As an implementation manner, the encoder corresponding to the channel information at the initial moment is reused to encode the channel information at moments after the first moment.
[0179] Here, the encoder corresponding to the channel information at the initial moment is reused for encoding, so that the channel information encoding process proceeds normally.
[0180] It should be noted that the intermediate state information in the embodiment of the present application includes or indicates information on the time domain correlation of the channel. Optionally, the information on the time domain correlation of the channel includes or implies the time domain correlation characteristics of the channel, and the time domain correlation characteristics can effectively help the encoder or decoder to encode or decode the channel information, thereby reducing the overhead of the channel reporting information. Exemplarily, the information on the time domain correlation of the channel can be the time domain correlation or cosine similarity of adjacent moments of the channel, or information processed by an AI unit and implying the time domain correlation characteristics of the channel. Optionally, the information on the time domain correlation of the channel may be a single calculation, or it may be a statistical value over a period of time or multiple calculation values.
[0181] Optionally, when performing at least one of the fourth to eighth items in the above-mentioned first operation, second channel reporting information may also be reported.
[0182] In an embodiment of the present application, when it is determined that a problem event occurs in the time-frequency-spatial compression process of the channel information at the first moment, the first device performs a first operation; the first operation includes at least one of the following: sending a first indication message, the first indication message is used to indicate that the channel reporting information adopts a compression method other than the time-frequency-spatial compression method; sending a second indication message for indicating relevant information of the problem event; using the intermediate state information corresponding to the channel information at the second moment to encode the channel information at the third moment, the second moment is before the first moment, and the third moment is after the first moment; not using the intermediate state information corresponding to the channel information at the first moment to encode the channel information at the third moment; clearing the intermediate state information corresponding to the channel information at at least one moment; re-using the encoder corresponding to the channel information at the initial moment for encoding. That is, the above scheme defines the corresponding processing behavior when a problem event occurs in the time-frequency-spatial compression process of the channel information, so as to ensure that the time-frequency-spatial compression of the channel information can be carried out stably in a complex and changeable wireless channel environment, thereby effectively ensuring the performance of the time-frequency-spatial compression.
[0183] Optionally, the method of the embodiment of the present application further includes:
[0184] Determining that a problem event occurs in the compression process of the channel information at the first moment, upon detecting a first problem event in the time-frequency-spatial domain compression process of the channel information at the first moment, receiving third indication information sent by the second device, or not receiving a target timestamp sent by the second device, where the target timestamp is used to indicate that a decoder of the second device is operating normally, or is used to indicate a time when channel reporting information is received, or is used to indicate a decoding time of the decoder;
[0185] Among them, the third indication information is used to indicate that a problem event occurs in the time-frequency-spatial domain compression process of the channel information at the first moment, or to instruct the first device to reuse the encoder corresponding to the channel information at the initial moment for encoding, or to indicate the timestamp corresponding to the problem event.
[0186] Optionally, if no problem occurs in the time-frequency-spatial domain compression process of the channel information, the second device will feedback the target timestamp to the first device. Based on the target timestamp, the first device can obtain the normal operation time of the decoder of the second device or the reception time of the channel reporting information or the decoding time of the decoder.
[0187] In an embodiment of the present application, the first device can determine whether a problem event occurs in the compression process of the channel information at the first moment by detecting the first problem event by itself, or it can determine whether a problem event occurs in the compression process of the channel information at the first moment based on the indication of the second device.
[0188] Optionally, the first problem event includes at least one of the following:
[0189] Problem events corresponding to channel information; that is, problem events corresponding to encoder input information, such as lack of input information or signal problems of input information;
[0190] The problem event corresponding to the encoding process of the channel information, that is, the problem event corresponding to the reasoning process of the channel information;
[0191] The problem event corresponding to the statistical information of the channel information may be statistical information within a preset time period. The preset time period may be set as needed and is not specifically limited in this application.
[0192] Optionally, the problem event corresponding to the channel information includes at least one of the following:
[0193] Channel information is not detected on at least part of the channel information resources; for example, channel information is not detected at all on the channel information resources, or channel information is not detected on part of the channel information resources;
[0194] The signal quality of the channel information detected on at least part of the channel information resources does not meet the preset requirement; illustratively, the signal quality not meeting the preset requirement includes the signal quality being lower than a preset threshold value, for example, the channel information can be detected on the channel information resources, but the signal quality of the detected channel information is lower than the preset threshold;
[0195] The time domain correlation between the channel information at the first moment and the channel information at at least one second moment is less than or equal to a first preset threshold.
[0196] Optionally, the problem event corresponding to the encoding process of the channel information includes at least one of the following:
[0197] The encoding time of the channel information is greater than or equal to a first preset duration; optionally, the encoding duration can also be understood as the duration for the encoder to infer the channel reporting information based on the input channel information.
[0198] The information value of the channel reporting information corresponding to the channel information is an abnormal value, or the format of the channel reporting information corresponding to the channel information does not meet the first preset format requirement. For example, the first preset format requirement is an integer, and the number of channel reporting information is a decimal. In this case, it can be determined that the number of channel reporting information corresponding to the channel information does not meet the first preset format requirement. For example, the first preset format requires K1 bits, and the number of bits of the channel reporting information is K2, where K1 and K2 are positive integers, and K2 is different from K1. For example, the first preset format requirement is between K3 and K4 bits, and the number of bits of the channel reporting information is K5, where K3, K4 and K5 are positive integers, and K4 is greater than K3, K5 is greater than K4, or K5 is less than K3.
[0199] Optionally, the problem event corresponding to the statistical information of the channel information includes at least one of the following:
[0200] The characteristic statistical value of the channel information is outside a first preset range. Exemplarily, the first preset range may be a first characteristic statistical value range corresponding to normal operation of the encoder. The characteristic statistical value may be a variance, mean, probability density distribution, cumulative probability distribution, etc.
[0201] The characteristic statistical value of the channel reporting information corresponding to the channel information is outside a second preset range. The second preset range may be a second characteristic statistical value range corresponding to normal operation of the encoder. The characteristic statistical value may be a variance, mean, probability density distribution, cumulative probability distribution, etc.
[0202] As an implementation manner, the characteristic statistical value includes a characteristic statistical value of a time domain correlation of the channel information.
[0203] Based on whether the characteristic statistical value of the time domain correlation is within the second preset range, it is possible to more accurately determine that a problem event occurs in the time-frequency-space domain compression process of the channel information.
[0204] Optionally, the method of the embodiment of the present application further includes:
[0205] Send target channel reporting information and a timestamp corresponding to the target channel reporting information, where the target channel reporting information is channel reporting information corresponding to the target channel information, and the target channel information is channel information in which no problem event occurs during the compression process.
[0206] If no problem occurs during the time-frequency-spatial domain compression process of the target channel information, the target channel reporting information and the timestamp corresponding to the target channel reporting information are sent. If a problem occurs during the time-frequency-spatial domain compression process of the target channel information, the timestamp corresponding to the target channel information is not reported. Here, by reporting the timestamp corresponding to the target channel information, the second device can obtain the normal operation of the encoder, the reporting time of the target channel information, or the encoding time of the encoder.
[0207] In an embodiment of the present application, corresponding processing behaviors are defined when problem events occur and when problem events occur in the time-frequency-spatial domain compression process of channel information, so as to ensure that the time-frequency-spatial domain compression of channel information can be carried out stably in a complex and changeable wireless channel environment, thereby effectively ensuring the performance of time-frequency-spatial domain compression.
[0208] As shown in FIG6 , the embodiment of the present application further provides a method for processing channel information, including:
[0209] Step 601: When it is determined that a problem event occurs in the time-frequency-spatial domain compression process of the channel information at the first moment, the second device performs a second operation;
[0210] The second device includes a network side device or a terminal. Exemplarily, when the above-mentioned first device is a terminal, the second device is a network side device; when the above-mentioned first device is a network side device, the second device is a terminal.
[0211] Optionally, the first moment mentioned above may include any moment.
[0212] Optionally, the first device comprises at least one decoder.
[0213] Optionally, at least one decoder in the second device corresponds to at least one AI model, for example, one decoder corresponds to one AI model, or multiple decoders correspond to one AI model. The decoder performs compression processing based on the corresponding AI model.
[0214] Optionally, the above-mentioned channel information includes channel information of CSI. Of course, the channel information may also include channel information of positioning information, etc., which is not specifically limited in the embodiments of the present application.
[0215] The above-mentioned time-frequency and spatial domain compression process refers to a compression process using a time-frequency and spatial domain compression method. In this time-frequency and spatial domain compression method, the channel information of the target time moments other than the initial time moment is combined with the intermediate state information output by the encoder corresponding to the previous time moment of the target time moment to encode the channel information of the target time moment. Optionally, the encoder at the initial time moment has no previous intermediate state information to use; or, the encoder at the initial time moment uses channel time domain related information obtained by other means as intermediate state information, such as obtaining channel time domain related information through channel statistical information and inputting it into the encoder at the initial time moment. Specifically, the first encoder that encodes the channel information at the initial time moment outputs the intermediate state information to the second encoder, and the second encoder uses the intermediate state information to encode the channel information of the first target time moment. Optionally, the second encoder also outputs the intermediate state information to a third encoder, and the third encoder is used to encode the channel information of the second target time moment based on the intermediate state information. The first target time moment is located after the initial time moment, and the second target time moment is located after the first target time moment.
[0216] The second operation includes at least one of the following:
[0217] Item 1: Send a third indication message, wherein the third indication message is used to indicate that a problem event occurs in the time-frequency-spatial domain compression process of the channel information at the first moment, or to instruct the first device to reuse the encoder corresponding to the channel information at the initial moment for encoding, or to indicate the timestamp corresponding to the problem event.
[0218] By sending the third indication information, the first device can determine that a problem occurs in the time-frequency-spatial domain compression process of the channel information at the first moment.
[0219] The second item: the target timestamp is not sent, and the target timestamp is used to indicate that the decoder of the second device is working normally, or to indicate the reception time of the channel reporting information, or to indicate the decoding time of the decoder.
[0220] By not sending the target timestamp, the first device can determine that a problem occurs in the time-frequency-space domain compression process of the channel information at the first moment.
[0221] Item 3: Using the intermediate state information corresponding to the channel reporting information at the second moment to decode the channel reporting information at the third moment, wherein the second moment is a moment before the first moment, and the third moment is a moment after the first moment.
[0222] Since there is no problem in the time-frequency-spatial domain compression process of the channel information at the second moment, the intermediate state information corresponding to the channel reporting information at the second moment can still be used to decode the channel reporting information at the third moment, that is, the time-frequency-spatial domain coding method is still used to decode the channel reporting information at the third moment.
[0223] Item 4: Do not use the intermediate state information corresponding to the channel reporting information at the first moment to decode the channel reporting information at the third moment, where the third moment is a moment after the first moment.
[0224] Since a problem occurs in the time-frequency-spatial domain compression process of the channel information at the first moment, there may be a problem with the intermediate state information corresponding to the channel reporting information at the first moment. Here, the intermediate state information corresponding to the channel reporting information at the first moment is not used to decode the channel reporting information at subsequent moments, which is beneficial to improving the compression performance of the channel information at subsequent moments.
[0225] Item 5: Clear the intermediate state information corresponding to the channel reporting information at at least one moment.
[0226] Optionally, clearing the intermediate state information corresponding to the channel reporting information at at least one moment includes clearing the intermediate state information corresponding to the channel reporting information at the first moment.
[0227] Here, since a problem occurs in the time-frequency-spatial domain compression process of the channel information at the first moment, there may be a problem with the intermediate state information corresponding to the channel reporting information at the first moment. The intermediate state information corresponding to the channel reporting information at the first moment is cleared to avoid using the intermediate state information corresponding to the channel reporting information at the first moment for decoding at subsequent moments.
[0228] Optionally, in one embodiment, clearing the intermediate state information corresponding to the channel reporting information at at least one moment includes clearing all the intermediate state information of the decoder.
[0229] Item 6: reusing the decoder corresponding to the channel reporting information at the initial moment for decoding, where the channel reporting information at the initial moment is the first channel reporting information decoded by the second device;
[0230] Here, reusing the encoder corresponding to the channel information at the initial moment for encoding can also be described as resetting the time-frequency-spatial domain compression window (including the encoder and decoder) or reusing the encoder and decoder corresponding to the initial moment.
[0231] As an implementation manner, the decoder corresponding to the channel reporting information at the initial moment is reused to decode the channel reporting information at the first moment.
[0232] As an implementation manner, the decoder corresponding to the channel reporting information at the initial moment is reused to decode the channel reporting information at moments after the first moment.
[0233] It should be noted that the intermediate state information in the embodiment of the present application includes or indicates information on the time domain correlation of the channel. Optionally, the information on the time domain correlation of the channel includes or implies the time domain correlation characteristics of the channel. The time domain correlation characteristics can effectively help the encoder or decoder to encode or decode the channel information, thereby reducing the overhead of the channel reporting information. Exemplarily, the information on the time domain correlation of the channel can be the time domain correlation or cosine similarity of adjacent moments of the channel, or information processed by an AI unit and implicitly including the time domain correlation characteristics of the channel.
[0234] In an embodiment of the present application, when it is determined that a problem event occurs in the time-frequency and spatial domain compression process of the channel information at the first moment, the second device performs a second operation; the second operation includes at least one of the following: sending a third indication information, the third indication information is used to indicate that a problem event occurs in the time-frequency and spatial domain compression process of the channel information at the first moment or instruct the first device to reuse the encoder corresponding to the channel information at the initial moment for encoding or indicate the timestamp corresponding to the problem event; not sending a target timestamp, the target timestamp is used to indicate that the decoder of the second device is working normally or to indicate the receiving time of the channel reporting information or to indicate the decoding time of the decoder; using the intermediate state information corresponding to the channel reporting information at the second moment to decode the channel reporting information at the third moment; not using the intermediate state information corresponding to the channel reporting information at the first moment to decode the channel reporting information at the third moment; clearing the intermediate state information corresponding to the channel reporting information at at least one moment; reusing the decoder corresponding to the channel reporting information at the initial moment for decoding, and the channel reporting information at the initial moment is the first channel reporting information decoded by the second device. That is, the above scheme defines the corresponding processing behavior when a problem event occurs in the time-frequency-spatial domain compression process of the channel information, so as to ensure that the time-frequency-spatial domain compression of the channel information can be carried out stably in a complex and changeable wireless channel environment.
[0235] Optionally, the method of the embodiment of the present application further includes:
[0236] Upon detecting a second problem event in the time-frequency-spatial domain compression process of the channel information at the first moment and receiving the first indication information, the second indication information, or the first channel reporting information, determining that a problem event occurs in the time-frequency-spatial domain compression process of the channel information at the first moment;
[0237] The first indication information is used to indicate a first compression mode corresponding to the channel reporting information, where the first compression mode is a compression mode other than the time-frequency-spatial domain compression mode, and the channel reporting information is obtained by encoding the channel information at the first moment using the first compression mode;
[0238] The second indication information is used to indicate relevant information of the problem event;
[0239] The first channel reporting information is obtained by encoding the channel information at the first moment by the first device using a first compression method.
[0240] In an embodiment of the present application, the second device can determine whether a problem event occurs during the compression process of the channel information at the first moment by detecting the second problem event by itself, or it can determine whether a problem event occurs during the compression process of the channel information at the first moment based on the indication of the first device.
[0241] Optionally, the second problem event includes at least one of the following:
[0242] The problem event corresponding to the channel reporting information; that is, the problem event corresponding to the decoder input information;
[0243] The problem event corresponding to the decoding process of the channel reported information; that is, the problem event corresponding to the reasoning process of the channel reported information;
[0244] The problem event corresponding to the statistical information of the channel reporting information. The statistical information can be the statistical information within a preset time period, and the preset time period can be set as needed. This application does not make specific restrictions
[0245] Optionally, the problem event corresponding to the channel reporting information includes at least one of the following:
[0246] No channel reporting information was received;
[0247] Errors occur in the information reported by the channel;
[0248] The channel reporting information failed to be unpacked;
[0249] The channel reporting information fails the cyclic redundancy check (CRC) check;
[0250] The time domain correlation between the channel reporting information at the first moment and the channel reporting information at at least one second moment is less than or equal to a second preset threshold.
[0251] Optionally, the problem event corresponding to the decoding process of the channel reporting information includes at least one of the following:
[0252] The decoding time of the channel reporting information is greater than or equal to the second preset time length; the decoding time can also be described as an inference time;
[0253] The information value of the decoded information corresponding to the channel reporting information is an abnormal value, or the format of the decoded information corresponding to the channel reporting information does not meet the second preset format requirement.
[0254] The time domain correlation between the decoding information corresponding to the channel reporting information at the first moment and the decoding information corresponding to the channel reporting information at at least one second moment is less than or equal to a third preset threshold.
[0255] Optionally, the problem event corresponding to the statistical information of the channel reporting information includes at least one of the following:
[0256] The characteristic statistical value of the channel reporting information is outside a third preset range. Exemplarily, the third preset range may be a third characteristic statistical value range corresponding to normal operation of the decoder. The characteristic statistical value may be a variance, a mean, etc.
[0257] The characteristic statistical value of the decoded information corresponding to the channel reporting information is outside a fourth preset range. The fourth preset range may be a fourth characteristic statistical value range corresponding to normal operation of the decoder. The characteristic statistical value may be a variance, a mean, or the like.
[0258] Optionally, the characteristic statistical value includes a characteristic statistical value of time domain correlation of channel information.
[0259] In an embodiment of the present application, corresponding processing behaviors are defined when problem events occur and when problem events occur in the time-frequency-spatial domain compression process of channel information, so as to ensure that the time-frequency-spatial domain compression of channel information can be carried out stably in a complex and changeable wireless channel environment, thereby effectively ensuring the performance of time-frequency-spatial domain compression.
[0260] The channel information processing method provided in the embodiment of the present application can be executed by a channel information processing device. In the embodiment of the present application, the channel information processing device provided in the embodiment of the present application is described by taking the channel information processing method executed by the channel information processing device as an example.
[0261] As shown in FIG7 , an embodiment of the present application provides a channel information processing device 700, including:
[0262] A first processing module 701 is configured to perform a first operation when it is determined that a problem event occurs in the time-frequency-spatial domain compression process of the channel information at the first moment;
[0263] The first operation includes at least one of the following:
[0264] Sending first indication information, where the first indication information is used to indicate a first compression mode corresponding to channel reporting information, where the first compression mode is a compression mode other than the time-frequency-spatial domain compression mode, and the channel reporting information is obtained by encoding channel information at a first moment using the first compression mode;
[0265] Reporting first channel reporting information, where the first channel reporting information is obtained by encoding the channel information at the first moment using the first compression method;
[0266] Not reporting the second channel reporting information, where the second channel reporting information is obtained by encoding the channel information at the first moment using a time-frequency-space domain compression method;
[0267] Sending second indication information, where the second indication information is used to indicate relevant information of the problem event;
[0268] encoding channel information at a third moment using intermediate state information corresponding to channel information at a second moment, wherein the second moment is a moment before the first moment and the third moment is a moment after the first moment;
[0269] not using the intermediate state information corresponding to the channel information at the first moment to encode the channel information at the third moment;
[0270] Clearing the intermediate state information corresponding to the channel information at at least one moment;
[0271] re-using an encoder corresponding to the channel information at an initial moment for encoding, where the channel information at the initial moment is first channel information encoded by the first device;
[0272] The intermediate state information includes or indicates information about channel time domain correlation, and the time-frequency-space domain compression process refers to a process of compression using a time-frequency-space domain compression method.
[0273] Optionally, the device of the embodiment of the present application further includes:
[0274] a first determining module, configured to determine that a problem event occurred in the compression process of the channel information at the first moment, upon detecting a first problem event in the time-frequency-spatial domain compression process of the channel information at the first moment, receiving third indication information sent by the second device, or not receiving a target timestamp sent by the second device, wherein the target timestamp is used to indicate that a decoder of the second device is operating normally, or is used to indicate a time when channel reporting information is received, or is used to indicate a decoding time of the decoder;
[0275] Among them, the third indication information is used to indicate that a problem event occurs in the time-frequency-spatial domain compression process of the channel information at the first moment, or to instruct the first device to reuse the encoder corresponding to the channel information at the initial moment for encoding, or to indicate the timestamp corresponding to the problem event.
[0276] Optionally, the first problem event includes at least one of the following:
[0277] Problem events corresponding to channel information;
[0278] Problem events corresponding to the encoding process of channel information;
[0279] Channel statistics corresponding to the problem event.
[0280] Optionally, the problem event corresponding to the channel information includes at least one of the following:
[0281] Channel information is not detected on at least a portion of the channel information resources;
[0282] The signal quality of the channel information detected on at least part of the channel information resources does not meet the preset requirement;
[0283] The time domain correlation between the channel information at the first moment and the channel information at at least one second moment is less than or equal to a first preset threshold.
[0284] Optionally, the problem event corresponding to the encoding process of the channel information includes at least one of the following:
[0285] The encoding time of the channel information is greater than or equal to the first preset time length;
[0286] An information value of the channel reporting information corresponding to the channel information is an abnormal value, or a format of the channel reporting information corresponding to the channel information does not meet the first preset format requirement.
[0287] Optionally, the problem event corresponding to the statistical information of the channel information includes at least one of the following:
[0288] The characteristic statistical value of the channel information is outside a first preset range;
[0289] The characteristic statistical value of the channel reporting information corresponding to the channel information is outside the second preset range.
[0290] Optionally, the characteristic statistical value includes a characteristic statistical value of time domain correlation of channel information.
[0291] Optionally, the second indication information includes at least one of the following:
[0292] Type of problem event;
[0293] Signal quality of channel information;
[0294] The timestamp corresponding to the problem event.
[0295] Optionally, the device of the embodiment of the present application further includes:
[0296] The first sending module is used to send target channel reporting information and a timestamp corresponding to the target channel reporting information, where the target channel reporting information is channel reporting information corresponding to the target channel information, and the target channel information is channel information in which no problem event occurs during the compression process.
[0297] In an embodiment of the present application, when it is determined that a problem event occurs in the time-frequency and spatial domain compression process of the channel information at the first moment, the second device performs a second operation; the second operation includes at least one of the following: sending a third indication information, the third indication information is used to indicate that a problem event occurs in the time-frequency and spatial domain compression process of the channel information at the first moment or instruct the first device to reuse the encoder corresponding to the channel information at the initial moment for encoding or indicate the timestamp corresponding to the problem event; not sending a target timestamp, the target timestamp is used to indicate that the decoder of the second device is working normally or to indicate the receiving time of the channel reporting information or to indicate the decoding time of the decoder; using the intermediate state information corresponding to the channel reporting information at the second moment to decode the channel reporting information at the third moment; not using the intermediate state information corresponding to the channel reporting information at the first moment to decode the channel reporting information at the third moment; clearing the intermediate state information corresponding to the channel reporting information at at least one moment; reusing the decoder corresponding to the channel reporting information at the initial moment for decoding, and the channel reporting information at the initial moment is the first channel reporting information decoded by the second device. That is, the above scheme defines the corresponding processing behavior when a problem event occurs in the time-frequency-spatial domain compression process of the channel information, so as to ensure that the time-frequency-spatial domain compression of the channel information can be carried out stably in a complex and changeable wireless channel environment.
[0298] As shown in FIG8 , the embodiment of the present application further provides a channel information processing device 800, including:
[0299] The second processing module 801 is configured to perform a second operation when it is determined that a problem event occurs in the time-frequency-spatial domain compression process of the channel information at the first moment;
[0300] The second operation includes at least one of the following:
[0301] Sending third indication information, where the third indication information is used to indicate that a problem event occurs in the time-frequency-spatial domain compression process of the channel information at the first moment, or to instruct the first device to reuse the encoder corresponding to the channel information at the initial moment for encoding, or to indicate a timestamp corresponding to the problem event;
[0302] Not sending a target timestamp, where the target timestamp is used to indicate that the decoder of the second device is operating normally, or to indicate a time when channel reporting information is received, or to indicate a decoding time of the decoder;
[0303] Decoding the channel reporting information at a third moment using the intermediate state information corresponding to the channel reporting information at the second moment, wherein the second moment is a moment before the first moment and the third moment is a moment after the first moment;
[0304] not using the intermediate state information corresponding to the channel reporting information at the first moment to decode the channel reporting information at the third moment;
[0305] Clear the intermediate state information corresponding to the channel reporting information at at least one moment;
[0306] Reusing the decoder corresponding to the channel reporting information at the initial moment for decoding, where the channel reporting information at the initial moment is the first channel reporting information decoded by the second device;
[0307] The intermediate state information includes or indicates information about channel time domain correlation, and the time-frequency-space domain compression process refers to a process of compression using a time-frequency-space domain compression method.
[0308] Optionally, the device of the embodiment of the present application further includes:
[0309] A second determining module is configured to determine that a problem event occurs in the time-frequency and spatial domain compression process of the channel information at the first moment, upon detecting a second problem event in the time-frequency and spatial domain compression process of the channel information at the first moment and receiving the first indication information, the second indication information, or the first channel reporting information;
[0310] The first indication information is used to indicate a first compression mode corresponding to the channel reporting information, where the first compression mode is a compression mode other than the time-frequency-spatial domain compression mode, and the channel reporting information is obtained by encoding the channel information at the first moment using the first compression mode;
[0311] The second indication information is used to indicate relevant information of the problem event;
[0312] The first channel reporting information is obtained by encoding the channel information at the first moment by the first device using a first compression method.
[0313] Optionally, the second problem event includes at least one of the following:
[0314] Problem events corresponding to the channel reporting information;
[0315] Problem events corresponding to the decoding process of channel reporting information;
[0316] The problem event corresponding to the statistics of the channel reporting information.
[0317] Optionally, the problem event corresponding to the channel reporting information includes at least one of the following:
[0318] No channel reporting information was received;
[0319] Errors occur in the information reported by the channel;
[0320] The channel reporting information failed to be unpacked;
[0321] The channel reporting information fails the CRC check;
[0322] The time domain correlation between the channel reporting information at the first moment and the channel reporting information at at least one second moment is less than or equal to a second preset threshold.
[0323] Optionally, the problem event corresponding to the decoding process of the channel reporting information includes at least one of the following:
[0324] The decoding time of the channel reporting information is greater than or equal to the second preset time length;
[0325] The information value of the decoded information corresponding to the channel reporting information is an abnormal value, or the format of the decoded information corresponding to the channel reporting information does not meet the second preset format requirement.
[0326] The time domain correlation between the decoding information corresponding to the channel reporting information at the first moment and the decoding information corresponding to the channel reporting information at at least one second moment is less than or equal to a third preset threshold.
[0327] Optionally, the problem event corresponding to the statistical information of the channel reporting information includes at least one of the following:
[0328] The characteristic statistical value of the channel reporting information is outside the third preset range;
[0329] The characteristic statistical value of the decoding information corresponding to the channel reporting information is outside the fourth preset range.
[0330] Optionally, the characteristic statistical value includes a characteristic statistical value of time domain correlation of channel information.
[0331] In an embodiment of the present application, corresponding processing behaviors are defined when problem events occur and when problem events occur in the time-frequency-spatial domain compression process of channel information, so as to ensure that the time-frequency-spatial domain compression of channel information can be carried out stably in a complex and changeable wireless channel environment, thereby effectively ensuring the performance of time-frequency-spatial domain compression.
[0332] The channel information processing device in the embodiments of the present application can be an electronic device, such as an electronic device with an operating system, or a component in an electronic device, such as an integrated circuit or chip. The electronic device can be a terminal or other device other than a terminal. For example, the terminal can include but is not limited to the types of terminal 11 listed above, and other devices can include servers, network attached storage (NAS), etc., which are not specifically limited in the embodiments of the present application.
[0333] The channel information processing device provided in the embodiment of the present application can implement the various processes implemented in the method embodiments of Figures 4 to 6 and achieve the same technical effects. To avoid repetition, they will not be described here.
[0334] Optionally, as shown in FIG9 , an embodiment of the present application further provides a communication device 900, comprising a processor 901 and a memory 902, wherein the memory 902 stores a program or instruction that can be run on the processor 901. For example, when the communication device 900 is a terminal, the program or instruction, when executed by the processor 901, implements the various steps of the method embodiment performed by the first device or the second device, and can achieve the same technical effect. When the communication device 900 is a network-side device, the program or instruction, when executed by the processor 901, implements the various steps of the method embodiment performed by the first device or the second device, and can achieve the same technical effect. To avoid repetition, they are not described here.
[0335] An embodiment of the present application further provides a terminal, including a processor and a communication interface, wherein the processor is configured to, when determining that a problem event occurs in the time-frequency-spatial domain compression process of channel information at a first moment, cause a first device to perform a first operation;
[0336] The first operation includes at least one of the following:
[0337] Sending first indication information, where the first indication information is used to indicate a first compression mode corresponding to channel reporting information, where the first compression mode is a compression mode other than the time-frequency-spatial domain compression mode, and the channel reporting information is obtained by encoding channel information at a first moment using the first compression mode;
[0338] Reporting first channel reporting information, where the first channel reporting information is obtained by encoding the channel information at the first moment using the first compression method;
[0339] Not reporting the second channel reporting information, where the second channel reporting information is obtained by encoding the channel information at the first moment using a time-frequency-space domain compression method;
[0340] Sending second indication information, where the second indication information is used to indicate relevant information of the problem event;
[0341] encoding channel information at a third moment using intermediate state information corresponding to channel information at a second moment, wherein the second moment is a moment before the first moment and the third moment is a moment after the first moment;
[0342] not using the intermediate state information corresponding to the channel information at the first moment to encode the channel information at the third moment;
[0343] Clearing the intermediate state information corresponding to the channel information at at least one moment;
[0344] re-using an encoder corresponding to the channel information at an initial moment for encoding, where the channel information at the initial moment is first channel information encoded by the first device;
[0345] The intermediate state information includes or indicates information about channel time domain correlation, and the time-frequency-space domain compression process refers to a process of compression using a time-frequency-space domain compression method;
[0346] Alternatively, the processor is configured to, when determining that a problem event occurs in the time-frequency-spatial domain compression process of the channel information at the first moment, cause the second device to perform the second operation;
[0347] The second operation includes at least one of the following:
[0348] Sending third indication information, where the third indication information is used to indicate that a problem event occurs in the time-frequency-spatial domain compression process of the channel information at the first moment, or to instruct the first device to reuse the encoder corresponding to the channel information at the initial moment for encoding, or to indicate a timestamp corresponding to the problem event;
[0349] Not sending a target timestamp, where the target timestamp is used to indicate that the decoder of the second device is operating normally, or to indicate a time when channel reporting information is received, or to indicate a decoding time of the decoder;
[0350] Decoding the channel reporting information at a third moment using the intermediate state information corresponding to the channel reporting information at the second moment, wherein the second moment is a moment before the first moment and the third moment is a moment after the first moment;
[0351] not using the intermediate state information corresponding to the channel reporting information at the first moment to decode the channel reporting information at the third moment;
[0352] Clear the intermediate state information corresponding to the channel reporting information at at least one moment;
[0353] Reusing the decoder corresponding to the channel reporting information at the initial moment for decoding, where the channel reporting information at the initial moment is the first channel reporting information decoded by the second device;
[0354] The intermediate state information includes or indicates information about channel time domain correlation, and the time-frequency-space domain compression process refers to a process of compression using a time-frequency-space domain compression method.
[0355] This terminal embodiment corresponds to the first device side or second device side method embodiment described above. Each implementation process and implementation method of the above method embodiment are applicable to this terminal embodiment and can achieve the same technical effect. Specifically, Figure 10 is a schematic diagram of the hardware structure of a terminal implementing an embodiment of the present application.
[0356] The terminal 1000 includes but is not limited to: a radio frequency unit 1001, a network module 1002, an audio output unit 1003, an input unit 1004, a sensor 1005, a display unit 1006, a user input unit 1007, an interface unit 1008, a memory 1009 and at least some of the components of the processor 1010.
[0357] Those skilled in the art will appreciate that the terminal 1000 may also include a power supply (such as a battery) to power various components. The power supply may be logically connected to the processor 1010 via a power management system, thereby enabling the power management system to manage charging, discharging, and power consumption. The terminal structure shown in FIG10 does not limit the terminal. The terminal may include more or fewer components than shown, or may combine certain components, or have different component arrangements, which will not be described in detail here.
[0358] It should be understood that in an embodiment of the present application, the input unit 1004 may include a graphics processing unit (GPU) 10041 and a microphone 10042, and the graphics processor 10041 processes the image data of a static picture or video obtained by an image capture device (such as a camera) in a video capture mode or an image capture mode. The display unit 1006 may include a display panel 10061, and the display panel 10061 may be configured in the form of a liquid crystal display, an organic light emitting diode, etc. The user input unit 1007 includes a touch panel 10071 and at least one of other input devices 10072. The touch panel 10071 is also called a touch screen. The touch panel 10071 may include two parts: a touch detection device and a touch controller. Other input devices 10072 may include, but are not limited to, a physical keyboard, function keys (such as volume control keys, switch keys, etc.), a trackball, a mouse, and an operating stick, which will not be repeated here.
[0359] In the embodiment of the present application, after receiving downlink data from a network-side device, the RF unit 1001 may transmit the data to the processor 1010 for processing. Furthermore, the RF unit 1001 may send uplink data to the network-side device. Typically, the RF unit 1001 includes, but is not limited to, an antenna, an amplifier, a transceiver, a coupler, a low-noise amplifier, a duplexer, and the like.
[0360] The memory 1009 can be used to store software programs or instructions and various data. The memory 1009 may mainly include a first storage area for storing programs or instructions and a second storage area for storing data, wherein the first storage area may store an operating system, applications or instructions required for at least one function (such as a sound playback function, an image playback function, etc.). In addition, the memory 1009 may include a volatile memory or a non-volatile memory. Among them, the non-volatile memory may be a read-only memory (ROM), a programmable read-only memory (PROM), an erasable programmable read-only memory (EPROM), an electrically erasable programmable read-only memory (EEPROM), or a flash memory. The volatile memory may be a random access memory (RAM), a static random access memory (SRAM), a dynamic random access memory (DRAM), a synchronous dynamic random access memory (SDRAM), a double data rate synchronous dynamic random access memory (DDRSDRAM), an enhanced synchronous dynamic random access memory (ESDRAM), a synchronous link dynamic random access memory (SLDRAM), and a direct memory bus random access memory (DRRAM). The memory 1009 in the embodiment of the present application includes but is not limited to these and any other suitable types of memory.
[0361] Processor 1010 may include one or more processing units. Optionally, processor 1010 integrates an application processor and a modem processor. The application processor primarily handles operations related to the operating system, user interface, and application programs, while the modem processor primarily processes wireless communication signals, such as a baseband processor. It is understood that the modem processor may not be integrated into processor 1010.
[0362] In the first embodiment of the present application, the processor 1010 is configured to, when determining that a problem event occurs in the time-frequency-spatial domain compression process of the channel information at the first moment, perform a first operation;
[0363] The first operation includes at least one of the following:
[0364] Sending first indication information, where the first indication information is used to indicate a first compression mode corresponding to channel reporting information, where the first compression mode is a compression mode other than the time-frequency-spatial domain compression mode, and the channel reporting information is obtained by encoding channel information at a first moment using the first compression mode;
[0365] Reporting first channel reporting information, where the first channel reporting information is obtained by encoding the channel information at the first moment using the first compression method;
[0366] Not reporting the second channel reporting information, where the second channel reporting information is obtained by encoding the channel information at the first moment using a time-frequency-space domain compression method;
[0367] Sending second indication information, where the second indication information is used to indicate relevant information of the problem event;
[0368] encoding channel information at a third moment using intermediate state information corresponding to channel information at a second moment, wherein the second moment is a moment before the first moment and the third moment is a moment after the first moment;
[0369] not using the intermediate state information corresponding to the channel information at the first moment to encode the channel information at the third moment;
[0370] Clearing the intermediate state information corresponding to the channel information at at least one moment;
[0371] re-using an encoder corresponding to the channel information at an initial moment for encoding, where the channel information at the initial moment is first channel information encoded by the first device;
[0372] The intermediate state information includes or indicates information about channel time domain correlation, and the time-frequency-space domain compression process refers to a process of compression using a time-frequency-space domain compression method.
[0373] Optionally, the processor 1010 is further configured to:
[0374] Determining that a problem event occurs in the compression process of the channel information at the first moment, upon detecting a first problem event in the time-frequency-spatial domain compression process of the channel information at the first moment, receiving third indication information sent by the second device, or not receiving a target timestamp sent by the second device, where the target timestamp is used to indicate that a decoder of the second device is operating normally, or is used to indicate a time when channel reporting information is received, or is used to indicate a decoding time of the decoder;
[0375] Among them, the third indication information is used to indicate that a problem event occurs in the time-frequency-spatial domain compression process of the channel information at the first moment, or to instruct the first device to reuse the encoder corresponding to the channel information at the initial moment for encoding, or to indicate the timestamp corresponding to the problem event.
[0376] Optionally, the first problem event includes at least one of the following:
[0377] Problem events corresponding to channel information;
[0378] Problem events corresponding to the encoding process of channel information;
[0379] Channel statistics corresponding to the problem event.
[0380] Optionally, the problem event corresponding to the channel information includes at least one of the following:
[0381] Channel information is not detected on at least a portion of the channel information resources;
[0382] The signal quality of the channel information detected on at least part of the channel information resources does not meet the preset requirement;
[0383] The time domain correlation between the channel information at the first moment and the channel information at at least one second moment is less than or equal to a first preset threshold.
[0384] Optionally, the problem event corresponding to the encoding process of the channel information includes at least one of the following:
[0385] The encoding time of the channel information is greater than or equal to the first preset time length;
[0386] An information value of the channel reporting information corresponding to the channel information is an abnormal value, or a format of the channel reporting information corresponding to the channel information does not meet the first preset format requirement.
[0387] Optionally, the problem event corresponding to the statistical information of the channel information includes at least one of the following:
[0388] The characteristic statistical value of the channel information is outside a first preset range;
[0389] The characteristic statistical value of the channel reporting information corresponding to the channel information is outside the second preset range.
[0390] Optionally, the characteristic statistical value includes a characteristic statistical value of time domain correlation of channel information.
[0391] Optionally, the second indication information includes at least one of the following:
[0392] Type of problem event;
[0393] Signal quality of channel information;
[0394] The timestamp corresponding to the problem event.
[0395] Optionally, the radio frequency unit 1001 is further configured to:
[0396] Send target channel reporting information and a timestamp corresponding to the target channel reporting information, where the target channel reporting information is channel reporting information corresponding to the target channel information, and the target channel information is channel information in which no problem event occurs during the compression process.
[0397] In a second embodiment of the present application, the processor 1010 is configured to perform a second operation when it is determined that a problem event occurs in the time-frequency-spatial domain compression process of the channel information at the first moment;
[0398] The second operation includes at least one of the following:
[0399] Sending third indication information, where the third indication information is used to indicate that a problem event occurs in the time-frequency-spatial domain compression process of the channel information at the first moment, or to instruct the first device to reuse the encoder corresponding to the channel information at the initial moment for encoding, or to indicate a timestamp corresponding to the problem event;
[0400] Not sending a target timestamp, where the target timestamp is used to indicate that the decoder of the second device is operating normally, or to indicate a time when channel reporting information is received, or to indicate a decoding time of the decoder;
[0401] Decoding the channel reporting information at a third moment using the intermediate state information corresponding to the channel reporting information at the second moment, wherein the second moment is a moment before the first moment and the third moment is a moment after the first moment;
[0402] not using the intermediate state information corresponding to the channel reporting information at the first moment to decode the channel reporting information at the third moment;
[0403] Clear the intermediate state information corresponding to the channel reporting information at at least one moment;
[0404] Reusing the decoder corresponding to the channel reporting information at the initial moment for decoding, where the channel reporting information at the initial moment is the first channel reporting information decoded by the second device;
[0405] The intermediate state information includes or indicates information about channel time domain correlation, and the time-frequency-space domain compression process refers to a process of compression using a time-frequency-space domain compression method.
[0406] Optionally, the processor 1010 is further configured to:
[0407] Upon detecting a second problem event in the time-frequency-spatial domain compression process of the channel information at the first moment and receiving the first indication information, the second indication information, or the first channel reporting information, determining that a problem event occurs in the time-frequency-spatial domain compression process of the channel information at the first moment;
[0408] The first indication information is used to indicate a first compression mode corresponding to the channel reporting information, where the first compression mode is a compression mode other than the time-frequency-spatial domain compression mode, and the channel reporting information is obtained by encoding the channel information at the first moment using the first compression mode;
[0409] The second indication information is used to indicate relevant information of the problem event;
[0410] The first channel reporting information is obtained by encoding the channel information at the first moment by the first device using a first compression method.
[0411] Optionally, the second problem event includes at least one of the following:
[0412] Problem events corresponding to the channel reporting information;
[0413] Problem events corresponding to the decoding process of channel reporting information;
[0414] The problem event corresponding to the statistics of the channel reporting information.
[0415] Optionally, the problem event corresponding to the channel reporting information includes at least one of the following:
[0416] No channel reporting information was received;
[0417] Errors occur in the information reported by the channel;
[0418] The channel reporting information failed to be unpacked;
[0419] The channel reporting information fails the CRC check;
[0420] The time domain correlation between the channel reporting information at the first moment and the channel reporting information at at least one second moment is less than or equal to a second preset threshold.
[0421] Optionally, the problem event corresponding to the decoding process of the channel reporting information includes at least one of the following:
[0422] The decoding time of the channel reporting information is greater than or equal to the second preset time length;
[0423] The information value of the decoded information corresponding to the channel reporting information is an abnormal value, or the format of the decoded information corresponding to the channel reporting information does not meet the second preset format requirement.
[0424] The time domain correlation between the decoding information corresponding to the channel reporting information at the first moment and the decoding information corresponding to the channel reporting information at at least one second moment is less than or equal to a third preset threshold.
[0425] Optionally, the problem event corresponding to the statistical information of the channel reporting information includes at least one of the following:
[0426] The characteristic statistical value of the channel reporting information is outside the third preset range;
[0427] The characteristic statistical value of the decoding information corresponding to the channel reporting information is outside the fourth preset range.
[0428] Optionally, the characteristic statistical value includes a characteristic statistical value of time domain correlation of channel information.
[0429] In the embodiment of the present application, the corresponding processing behavior when the problem event occurs in the time-frequency-spatial compression process of the channel information is defined to ensure that the time-frequency-spatial compression of the channel information can be stably performed in a complex and changeable wireless channel environment.
[0430] An embodiment of the present application further provides a network-side device, including a processor and a communication interface, wherein the processor is configured to perform a first operation when determining that a problem event occurs in the time-frequency-spatial domain compression process of channel information at a first moment;
[0431] The first operation includes at least one of the following:
[0432] Sending first indication information, where the first indication information is used to indicate a first compression mode corresponding to channel reporting information, where the first compression mode is a compression mode other than the time-frequency-spatial domain compression mode, and the channel reporting information is obtained by encoding channel information at a first moment using the first compression mode;
[0433] Reporting first channel reporting information, where the first channel reporting information is obtained by encoding the channel information at the first moment using the first compression method;
[0434] Not reporting the second channel reporting information, where the second channel reporting information is obtained by encoding the channel information at the first moment using a time-frequency-space domain compression method;
[0435] Sending second indication information, where the second indication information is used to indicate relevant information of the problem event;
[0436] encoding channel information at a third moment using intermediate state information corresponding to channel information at a second moment, wherein the second moment is a moment before the first moment and the third moment is a moment after the first moment;
[0437] not using the intermediate state information corresponding to the channel information at the first moment to encode the channel information at the third moment;
[0438] Clearing the intermediate state information corresponding to the channel information at at least one moment;
[0439] re-using an encoder corresponding to the channel information at an initial moment for encoding, where the channel information at the initial moment is first channel information encoded by the first device;
[0440] The intermediate state information includes or indicates information about channel time domain correlation, and the time-frequency-space domain compression process refers to a process of compression using a time-frequency-space domain compression method;
[0441] Alternatively, the processor is configured to perform the second operation when it is determined that a problem event occurs in the time-frequency-spatial domain compression process of the channel information at the first moment;
[0442] The second operation includes at least one of the following:
[0443] Sending third indication information, where the third indication information is used to indicate that a problem event occurs in the time-frequency-spatial domain compression process of the channel information at the first moment, or to instruct the first device to reuse the encoder corresponding to the channel information at the initial moment for encoding, or to indicate a timestamp corresponding to the problem event;
[0444] Not sending a target timestamp, where the target timestamp is used to indicate that the decoder of the second device is operating normally, or to indicate a time when channel reporting information is received, or to indicate a decoding time of the decoder;
[0445] Decoding the channel reporting information at a third moment using the intermediate state information corresponding to the channel reporting information at the second moment, wherein the second moment is a moment before the first moment and the third moment is a moment after the first moment;
[0446] not using the intermediate state information corresponding to the channel reporting information at the first moment to decode the channel reporting information at the third moment;
[0447] Clear the intermediate state information corresponding to the channel reporting information at at least one moment;
[0448] Reusing the decoder corresponding to the channel reporting information at the initial moment for decoding, where the channel reporting information at the initial moment is the first channel reporting information decoded by the second device;
[0449] The intermediate state information includes or indicates information about channel time domain correlation, and the time-frequency-space domain compression process refers to a process of compression using a time-frequency-space domain compression method.
[0450] This network side device embodiment corresponds to the above-mentioned first device or second device method embodiment. The various implementation processes and implementation methods of the above-mentioned method embodiments are applicable to this network side device embodiment and can achieve the same technical effects.
[0451] Specifically, embodiments of the present application also provide a network-side device. As shown in Figure 11, the network-side device 1100 includes an antenna 111, a radio frequency device 112, a baseband device 113, a processor 114, and a memory 115. Antenna 111 is connected to radio frequency device 112. In the uplink direction, radio frequency device 112 receives information via antenna 111 and sends the received information to baseband device 113 for processing. In the downlink direction, baseband device 113 processes the information to be transmitted and sends it to radio frequency device 112. Radio frequency device 112 processes the received information and then sends it through antenna 111.
[0452] The method executed by the network-side device in the above embodiment may be implemented in the baseband device 113 , which includes a baseband processor.
[0453] The baseband device 113 may include, for example, at least one baseband board, on which multiple chips are arranged, as shown in Figure 11, one of the chips is, for example, a baseband processor, which is connected to the memory 115 through a bus interface to call the program in the memory 115 to execute the network device operations shown in the above method embodiment.
[0454] The network side device may further include a network interface 116, which is, for example, a Common Public Radio Interface (CPRI).
[0455] Specifically, the network side device 1100 of the embodiment of the present application also includes: instructions or programs stored in the memory 115 and executable on the processor 114. The processor 114 calls the instructions or programs in the memory 115 to execute the method of execution of each module shown in Figure 8 and achieve the same technical effect. To avoid repetition, it will not be repeated here.
[0456] An embodiment of the present application also provides a readable storage medium, on which a program or instruction is stored. When the program or instruction is executed by a processor, each process of the above-mentioned channel information processing method embodiment is implemented, and the same technical effect can be achieved. To avoid repetition, it will not be repeated here.
[0457] The processor is the processor in the terminal described in the above embodiment. The readable storage medium includes a computer-readable storage medium, such as a computer read-only memory (ROM), a random access memory (RAM), a magnetic disk, or an optical disk. In some examples, the readable storage medium may be a non-transitory readable storage medium.
[0458] An embodiment of the present application further provides a chip, which includes 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 various processes of the above-mentioned channel information processing method embodiment, and can achieve the same technical effect. To avoid repetition, it will not be repeated here.
[0459] It should be understood that the chip mentioned in the embodiments of the present application can also be called a system-level chip, a system chip, a chip system or a system-on-chip chip, etc.
[0460] An embodiment of the present application further provides a computer program / program product, which is stored in a storage medium. The computer program / program product is executed by at least one processor to implement the various processes of the above-mentioned channel information processing method embodiment, and can achieve the same technical effect. To avoid repetition, it is not repeated here.
[0461] An embodiment of the present application also provides a channel information processing system, including: a first device and a second device, wherein the first device can be used to execute the steps of the method embodiment executed by the first device as described above, and the second device can be used to execute the steps of the method embodiment executed by the second device as described above.
[0462] It should be noted that, in this article, the terms "comprise", "include" or any other variants thereof are intended to cover non-exclusive inclusion, so that a process, method, article or device comprising a series of elements includes not only those elements, but also other elements not explicitly listed, or also includes elements inherent to such process, method, article or device. In the absence of further restrictions, an element defined by the statement "comprises a ..." does not exclude the presence of other identical elements in the process, method, article or device comprising the element. In addition, it should be noted that the scope of the methods and devices in the embodiments of the present application is not limited to performing functions in the order shown or discussed, and may also include performing functions in a substantially simultaneous manner or in the opposite order according to the functions involved. For example, the described method may be performed in an order different from that described, and various steps may also be added, omitted, or combined. In addition, the features described with reference to certain examples may be combined in other examples.
[0463] Through the description of the above embodiments, those skilled in the art can clearly understand that the above-mentioned embodiment methods can be implemented by means of a computer software product plus a necessary general-purpose hardware platform, or of course, by hardware. The computer software product is stored in a storage medium (such as ROM, RAM, magnetic disk, optical disk, etc.) and includes a number of instructions for enabling a terminal or network-side device to execute the methods described in each embodiment of the present application.
[0464] The embodiments of the present application are described above in conjunction with the accompanying drawings, but the present application is not limited to the above-mentioned specific implementation methods. The above-mentioned specific implementation methods are merely illustrative and not restrictive. Under the guidance of this application, ordinary technicians in this field can also make many forms of implementation methods without departing from the purpose of this application and the scope of protection of the claims. These implementation methods are all within the protection of this application.
Claims
1. A method for processing channel information, wherein, Including: In the case where a problem event occurs in the time-frequency-space-domain compression process of determining the channel information at the first moment, the first device performs a first operation; Wherein, the first operation includes at least one of the following: Sending first indication information, where the first indication information is used to indicate a first compression method corresponding to channel reporting information, the first compression method is a compression method other than the time-frequency-space-domain compression method, and the channel reporting information is encoded using the first compression method for the channel information at the first moment; Reporting first channel reporting information, where the first channel reporting information is encoded using the first compression method for the channel information at the first moment; Not reporting second channel reporting information, where the second channel reporting information is encoded using the time-frequency-space-domain compression method for the channel information at the first moment; Sending second indication information, where the second indication information is used to indicate relevant information about the problem event; Encoding and processing the channel information at the third moment using the intermediate state information corresponding to the channel information at the second moment, where the second moment is a moment before the first moment, and the third moment is a moment after the first moment; Not using the intermediate state information corresponding to the channel information at the first moment to encode and process the channel information at the third moment; Clearing the intermediate state information corresponding to the channel information of at least one moment; Reusing the encoder corresponding to the channel information at the initial moment for encoding, where the channel information at the initial moment is the first channel information encoded by the first device; Wherein, the intermediate state information contains or indicates information about channel time-domain correlation, and the time-frequency-space-domain compression process refers to the process of compression using the time-frequency-space-domain compression method.
2. The method according to claim 1, wherein Also including: In the case of detecting a first problem event in the time-frequency-space-domain compression process of the channel information at the first moment, receiving third indication information sent by the second device, or not receiving the target time stamp sent by the second device, it is determined that a problem event occurs in the compression process of the channel information at the first moment, where the target time stamp is used to indicate that the decoder of the second device is working properly, or to indicate the reception time of the channel reporting information, or to indicate the decoding time of the decoder; Wherein, the third indication information is used to indicate that a problem event occurs in the time-frequency-space-domain compression process of the channel information at the first moment, or to indicate that the first device reuses the encoder corresponding to the channel information at the initial moment for encoding, or to indicate the time stamp corresponding to the problem event.
3. The method according to claim 2, wherein, The first problem event includes at least one of the following: A problem event corresponding to the channel information; A problem event corresponding to the encoding process of the channel information; A problem event corresponding to the statistical information of the channel information.
4. The method according to claim 3, wherein, The problem event corresponding to the channel information includes at least one of the following: Channel information is not detected on at least part of the channel information resources; The signal quality of the channel information detected on at least part of the channel information resources does not meet the preset requirements; The time-domain correlation between the channel information at the first moment and the channel information at at least one second moment is less than or equal to a first preset threshold.
5. The method according to claim 3 or 4, wherein The problem events corresponding to the encoding process of the channel information include at least one of the following: The encoding time of the channel information is greater than or equal to the first preset duration; The information value of the channel reporting information corresponding to the channel information is an outlier, or the format of the channel reporting information corresponding to the channel information does not meet the requirements of the first preset format.
6. The method according to any one of claims 3 to 5, wherein The problem events corresponding to the statistical information of the channel information include at least one of the following: The characteristic statistical value of the channel information is outside the first preset range; The characteristic statistical value of the channel reporting information corresponding to the channel information is outside the second preset range.
7. The method according to claim 6, wherein, The characteristic statistical value includes the characteristic statistical value of the time domain correlation of the channel information.
8. The method according to any one of claims 1 to 7, wherein The second indication information includes at least one of the following: The type of the problem event; The signal quality of the channel information; The time stamp corresponding to the problem event.
9. The method according to any one of claims 1 to 8, wherein It further includes: Sending the target channel reporting information and the time stamp corresponding to the target channel reporting information, where the target channel reporting information is the channel reporting information corresponding to the target channel information, and the target channel information is the channel information for which no problem event occurs during the compression process.
10. A method for processing channel information, wherein, It includes: In the case where a problem event occurs in the time-frequency-spatial domain compression process of the channel information at the first moment, the second device performs a second operation; Wherein, the second operation includes at least one of the following: Sending third indication information, where the third indication information is used to indicate that a problem event occurs in the time-frequency-spatial domain compression process of the channel information at the first moment or to indicate that the first device re-uses the encoder corresponding to the channel information at the initial moment for encoding or to indicate the time stamp corresponding to the problem event; Not sending the target time stamp, where the target time stamp is used to indicate the normal operation of the decoder of the second device or to indicate the reception time of the channel reporting information or to indicate the decoding time of the decoder; Performing decoding processing on the channel reporting information at the third moment by using the intermediate state information corresponding to the channel reporting information at the second moment, where the second moment is a moment before the first moment, and the third moment is a moment after the first moment; Not performing decoding processing on the channel reporting information at the third moment by using the intermediate state information corresponding to the channel reporting information at the first moment; Clearing the intermediate state information corresponding to the channel reporting information at at least one moment; Re-using the decoder corresponding to the channel reporting information at the initial moment for decoding, where the channel reporting information at the initial moment is the first channel reporting information decoded by the second device; Wherein, the intermediate state information contains or indicates information on the time domain correlation of the channel, and the time-frequency-spatial domain compression process refers to the process of compression using the time-frequency-spatial domain compression method.
11. The method according to claim 10, wherein It further includes: In the case of detecting a second problem event in the time-frequency-spatial domain compression process of the channel information at the first moment, receiving the first indication information, the second indication information, or the first channel reporting information, determining that a problem event occurs in the time-frequency-spatial domain compression process of the channel information at the first moment; Among them, the first indication information is used to indicate a first compression method corresponding to channel reporting information, the first compression method is a compression method other than the time-frequency-spatial domain compression method, and the channel reporting information is encoded using the first compression method for the channel information at the first moment; The second indication information is used to indicate relevant information about the problem event; The first channel reporting information is encoded by a first device for the channel information at the first moment using a first compression method.
12. The method according to claim 11, wherein, The second problem event includes at least one of the following: A problem event corresponding to the channel reporting information; A problem event corresponding to the decoding process of the channel reporting information; A problem event corresponding to the statistical information of the channel reporting information.
13. The method according to claim 12, wherein, The problem event corresponding to the channel reporting information includes at least one of the following: The channel reporting information is not received; There is an error in the channel reporting information; The unpacking of the channel reporting information fails; The channel reporting information fails the cyclic redundancy check (CRC); The time-domain correlation between the channel reporting information at the first moment and the channel reporting information at at least one second moment is less than or equal to a second preset threshold.
14. The method according to claim 12 or 13, wherein, The problem event corresponding to the decoding process of the channel reporting information includes at least one of the following: The decoding time of the channel reporting information is greater than or equal to a second preset duration; The information value of the decoded information corresponding to the channel reporting information is an outlier, or the format of the decoded information corresponding to the channel reporting information does not meet the requirements of a second preset format; The time-domain correlation between the decoded information corresponding to the channel reporting information at the first moment and the decoded information corresponding to the channel reporting information at at least one second moment is less than or equal to a third preset threshold.
15. The method according to any one of claims 12 to 14, wherein, The problem event corresponding to the statistical information of the channel reporting information includes at least one of the following: The characteristic statistical value of the channel reporting information is outside a third preset range; The characteristic statistical value of the decoded information corresponding to the channel reporting information is outside a fourth preset range.
16. The method according to claim 15, wherein, The characteristic statistical value includes the characteristic statistical value of the time-domain correlation of the channel information.
17. A processing device for channel information, wherein, Including: A first processing module, configured to perform a first operation when it is determined that a problem event occurs in the time-frequency-spatial domain compression process of the channel information at the first moment; Among them, the first operation includes at least one of the following: Sending first indication information, the first indication information is used to indicate a first compression method corresponding to channel reporting information, the first compression method is a compression method other than the time-frequency-spatial domain compression method, and the channel reporting information is encoded using the first compression method for the channel information at the first moment; Reporting first channel reporting information, the first channel reporting information is encoded by a first device for the channel information at the first moment using a first compression method; Not reporting second channel reporting information, the second channel reporting information is encoded by a first device for the channel information at the first moment using the time-frequency-spatial domain compression method; Sending second indication information, the second indication information is used to indicate relevant information about the problem event; Encoding the channel information at the third moment using the intermediate state information corresponding to the channel information at the second moment, where the second moment is a moment before the first moment, and the third moment is a moment after the first moment; Not encoding the channel information at the third moment using the intermediate state information corresponding to the channel information at the first moment; Clearing the intermediate state information corresponding to the channel information at at least one moment; Reusing the encoder corresponding to the channel information at the initial moment to perform encoding, where the channel information at the initial moment is the first channel information encoded by the first device; Wherein, the intermediate state information includes or indicates information on channel time domain correlation, and the time-frequency-space domain compression process refers to a process of compression using the time-frequency-space domain compression method.
18. The apparatus according to claim 17, wherein, It further includes: A first determination module, configured to determine that there is a problem event in the compression process of the channel information at the first moment when detecting a first problem event in the time-frequency-space domain compression process of the channel information at the first moment, receiving third indication information sent by the second device, or not receiving the target timestamp sent by the second device, where the target timestamp is used to indicate that the decoder of the second device is working properly or is used to indicate the reception time of the channel reporting information or is used to indicate the decoding time of the decoder; Wherein, the third indication information is used to indicate that there is a problem event in the time-frequency-space domain compression process of the channel information at the first moment, or to indicate that the first device reuses the encoder corresponding to the channel information at the initial moment, or to indicate the timestamp corresponding to the problem event.
19. The apparatus according to claim 18, wherein The first problem event includes at least one of the following: A problem event corresponding to the channel information; A problem event corresponding to the encoding process of the channel information; A problem event corresponding to the statistical information of the channel information.
20. The apparatus according to claim 19, wherein, The problem event corresponding to the channel information includes at least one of the following: Channel information is not detected on at least part of the channel information resources; The signal quality of the channel information detected on at least part of the channel information resources does not meet the preset requirements; The time domain correlation between the channel information at the first moment and the channel information at at least one second moment is less than or equal to a first preset threshold.
21. The device according to claim 19 or 20, wherein, The problem event corresponding to the encoding process of the channel information includes at least one of the following: The encoding time of the channel information is greater than or equal to a first preset duration; The information value of the channel reporting information corresponding to the channel information is an abnormal value, or the format of the channel reporting information corresponding to the channel information does not meet the first preset format requirements.
22. The apparatus according to any one of claims 19 to 21, wherein The problem event corresponding to the statistical information of the channel information includes at least one of the following: The characteristic statistical value of the channel information is outside the first preset range; The characteristic statistical value of the channel reporting information corresponding to the channel information is outside the second preset range.
23. The apparatus according to claim 22, wherein, The characteristic statistical value includes the characteristic statistical value of the time domain correlation of the channel information.
24. The apparatus according to any one of claims 17 to 23, wherein, The second indication information includes at least one of the following: The type of the problem event; The signal quality of the channel information; The timestamp corresponding to the problem event.
25. The apparatus according to any one of claims 17 to 24, wherein, It further includes: A first sending module, configured to send target channel reporting information and a timestamp corresponding to the target channel reporting information, where the target channel reporting information is channel reporting information corresponding to target channel information, and the target channel information is channel information for which no problem event occurs during the compression process.
26. A processing device for channel information, wherein, Including: A second processing module, configured to perform a second operation when it is determined that a problem event occurs during the time-frequency-space compression process of the channel information at a first moment; Wherein, the second operation includes at least one of the following: Sending third indication information, where the third indication information is used to indicate that a problem event occurs during the time-frequency-space compression process of the channel information at the first moment, or to indicate that a first device reuses an encoder corresponding to the channel information at an initial moment for encoding, or to indicate a timestamp corresponding to the problem event; Not sending a target timestamp, where the target timestamp is used to indicate that a decoder of a second device works normally, or to indicate a reception time of channel reporting information, or to indicate a decoding time of the decoder; Performing decoding processing on the channel reporting information at a third moment by using intermediate state information corresponding to the channel reporting information at a second moment, where the second moment is a moment before the first moment, and the third moment is a moment after the first moment; Not performing decoding processing on the channel reporting information at the third moment by using intermediate state information corresponding to the channel reporting information at the first moment; Clearing intermediate state information corresponding to channel reporting information at at least one moment; Reusing a decoder corresponding to the channel reporting information at an initial moment for decoding, where the channel reporting information at the initial moment is the first channel reporting information decoded by the second device; Wherein, the intermediate state information includes or indicates information on channel time-domain correlation, and the time-frequency-space compression process refers to a process of performing compression by using a time-frequency-space compression method.
27. The apparatus according to claim 26, wherein, Further including: A second determination module, configured to determine that a problem event occurs during the time-frequency-space compression process of the channel information at the first moment when detecting a second problem event during the time-frequency-space compression process of the channel information at the first moment, receiving first indication information, second indication information, or first channel reporting information; Wherein, the first indication information is used to indicate a first compression method corresponding to the channel reporting information, the first compression method is a compression method other than the time-frequency-space compression method, and the channel reporting information is encoded by using the first compression method for the channel information at the first moment; The second indication information is used to indicate relevant information of the problem event; The first channel reporting information is encoded by a first device for the channel information at the first moment by using the first compression method.
28. A communication device, wherein, Including a processor and a memory, where the memory stores a program or instruction that can run on the processor, and when the program or instruction is executed by the processor, it implements the steps of the method for processing channel information according to any one of claims 1 to 9, or implements the steps of the method for processing channel information according to any one of claims 10 to 16.
29. A readable storage medium, wherein, The program or instructions are stored on the readable storage medium, and when the program or instructions are executed by a processor, the steps of the method for processing channel information according to any one of claims 1 to 9 are implemented, or the steps of the method for processing channel information according to any one of claims 10 to 16 are implemented.
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