WO2023143301A1 - Information acquisition method, terminal, and computer readable storage medium - Google Patents

Information acquisition method, terminal, and computer readable storage medium Download PDF

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Publication number
WO2023143301A1
WO2023143301A1 PCT/CN2023/072874 CN2023072874W WO2023143301A1 WO 2023143301 A1 WO2023143301 A1 WO 2023143301A1 CN 2023072874 W CN2023072874 W CN 2023072874W WO 2023143301 A1 WO2023143301 A1 WO 2023143301A1
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WO
WIPO (PCT)
Prior art keywords
information
target
base station
terminal
channel information
Prior art date
Application number
PCT/CN2023/072874
Other languages
French (fr)
Chinese (zh)
Inventor
李刚
韩双锋
王莹莹
Original Assignee
中国移动通信有限公司研究院
中国移动通信集团有限公司
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Publication date
Application filed by 中国移动通信有限公司研究院, 中国移动通信集团有限公司 filed Critical 中国移动通信有限公司研究院
Publication of WO2023143301A1 publication Critical patent/WO2023143301A1/en

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Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W24/00Supervisory, monitoring or testing arrangements
    • H04W24/06Testing, supervising or monitoring using simulated traffic
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B17/00Monitoring; Testing
    • H04B17/30Monitoring; Testing of propagation channels
    • H04B17/391Modelling the propagation channel
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B17/00Monitoring; Testing
    • H04B17/30Monitoring; Testing of propagation channels
    • H04B17/391Modelling the propagation channel
    • H04B17/3912Simulation models, e.g. distribution of spectral power density or received signal strength indicator [RSSI] for a given geographic region
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W24/00Supervisory, monitoring or testing arrangements
    • H04W24/04Arrangements for maintaining operational condition
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W76/00Connection management
    • H04W76/20Manipulation of established connections
    • H04W76/27Transitions between radio resource control [RRC] states
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W76/00Connection management
    • H04W76/40Connection management for selective distribution or broadcast
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02DCLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
    • Y02D30/00Reducing energy consumption in communication networks
    • Y02D30/70Reducing energy consumption in communication networks in wireless communication networks

Definitions

  • This application relates to information collection technology in the field of wireless communication, and relates to an information collection method, terminal and computer-readable storage medium
  • the downlink channel feedback network based on artificial intelligence requires the cooperation of the encoding network model on the terminal side and the decoding network model on the base station side, so that the base station can obtain complete channel information; training in related technologies
  • the data used in the encoding network model and decoding network model is the simulation data obtained by simulating the air interface environment, but due to the actual complex air interface environment and the distribution and movement of terminals, the simulation data obtained by the simulation system simulation is inaccurate, which makes the use of Models trained on simulated data are inaccurate.
  • the embodiment of the present application expects to provide an information collection method, terminal and computer-readable storage medium, which solves the problem of inaccurate data used in training the encoding network model and decoding network model in the related art, and improves the accuracy of the determined target channel information.
  • the accuracy rate further improves the accuracy rate of the trained encoding network model and decoding network model.
  • An information collection method applied to a terminal comprising:
  • the target configuration information includes at least the target type of the channel information to be collected
  • the receiving the reference signal sent by the second base station includes:
  • the collecting target channel information corresponding to the target type based on the target configuration information and the reference signal includes:
  • the terminal and the second base station When the terminal and the second base station are in a non-connected state or a connected state, measure the CSI-RS based on the target configuration information, and determine the target channel information corresponding to the target type.
  • the collecting target channel information corresponding to the target type based on the target configuration information and the reference signal includes:
  • the reference signal includes the SSB signal.
  • the method after receiving the target configuration information sent by the first base station, the method further includes:
  • connection request for establishing a radio resource control RRC connection between the terminal and the second base station; wherein, the connection request carries information for indicating collecting the first identification of the target channel information;
  • the terminal receiving the configuration information of the CSI-RS sent by the second base station based on the first identifier, and controlling the terminal to be in a first mode; where the first mode is that the terminal is collecting the target channel mode of information;
  • the method also includes:
  • control the terminal When the information amount of the second service information does not meet the collection condition, control the terminal to switch from the first mode to the second mode; wherein the second mode is for the terminal to process the A mode of the second service information.
  • the method before sending the target channel information to the third base station, the method further includes:
  • the target configuration information also includes a target duration for collecting target channel information and a target information amount for collecting target channel information,
  • the sending the target channel information to the third base station includes:
  • the method also includes:
  • the target channel information at least includes at least one of time-frequency domain channel information, angle domain channel information, delay spread channel information, delay Doppler channel information, and channel feature information.
  • a terminal comprising: a processor, a memory, and a communication bus;
  • the communication bus is used to realize the communication connection between the processor and the memory
  • the processor is used to execute the information collection program stored in the memory, so as to realize the steps of the above information collection method.
  • a computer-readable storage medium where one or more programs are stored in the computer-readable storage medium, and the one or more programs can be executed by one or more processors to implement the steps of the above information collection method.
  • the information collection method, terminal, and computer-readable storage medium provided in the embodiments of the present application receive the target configuration information sent by the first base station; wherein, the target configuration information includes at least the target type of the channel information to be collected; receive the target configuration information sent by the second base station based on the target configuration information and the reference signal, collect target channel information corresponding to the target type; send the target channel information to the third base station; thus, it is not necessary to train the encoding network model and the decoding network model through simulation data in the related art , the terminal can determine the real target channel information during the reference signal transmission process based on the target configuration information and the reference signal, and send the target channel information to the third base station, which improves the accuracy of the determined target channel information and further improves the accuracy of the target channel information through the target channel.
  • the accuracy of the encoding network model and decoding network model trained by information are examples of the target configuration information sent by the first base station.
  • FIG. 1 is a schematic flow diagram of an information collection method provided in an embodiment of the present application.
  • FIG. 2 is a schematic flow diagram of another information collection method provided in the embodiment of the present application.
  • FIG. 3 is a schematic flow diagram of a channel feedback network provided by an embodiment of the present application.
  • FIG. 4 is a schematic diagram of the workflow of the encoding network model and the decoding network model provided by the embodiment of the present application;
  • FIG. 5 is a schematic flow diagram of another information collection method provided by the embodiment of the present application.
  • FIG. 6 is a schematic structural diagram of a terminal provided by an embodiment of the present application.
  • the embodiment of the present application provides an information collection method, which can be applied to a terminal, as shown in FIG. 1, the method includes the following steps:
  • Step 101 Receive target configuration information sent by a first base station.
  • the target configuration information at least includes the target type of the channel information to be collected.
  • the first base station when the terminal and the first base station are in the connected state (referred to as the connected state), the first base station can perform air interface channel data collection configuration, obtain target configuration information, and send the target configuration information to the terminal, and the terminal The target configuration information sent by the base station is received, so that air interface channel data can be subsequently collected according to the target configuration information, and target channel information corresponding to the target type can be obtained.
  • the terminal when the terminal is in a connected state with the first base station, service information can also be exchanged; wherein, the connected state can be represented by RRC_CONNECTED.
  • Step 102 Receive a reference signal sent by the second base station.
  • the second base station and the first base station can be the same base station, and can also be different base stations;
  • the reference signal can include a channel state information reference signal (Channel State Information-Reference Signal, CSI-RS) and a synchronization signal block (Synchronization Signal Block , SSB) signal.
  • CSI-RS Channel State Information-Reference Signal
  • SSB Synchronization Signal Block
  • the terminal may acquire the configuration information of the reference signal, and receive the reference signal based on the configuration information of the reference signal.
  • the configuration information of the reference signal includes a port number and a frequency at which the base station sends the reference signal; where the port number is the number of the target port when the base station sends the reference signal through the target port.
  • Step 103 based on the target configuration information and the reference signal, collect target channel information corresponding to the target type.
  • the reference signal can be measured based on the target configuration information, and the relevant information of the channel when the base station transmits the reference signal through the channel is determined, and then the target channel information corresponding to the target type can be determined from the relevant information of the channel.
  • the target channel information at least includes at least one of time-frequency domain channel information, angle domain channel information, delay spread channel information, delay Doppler channel information and channel feature information.
  • the time-frequency domain channel information can be the full amount of channel measurement data H matrix information, where the H matrix information includes: channel impulse response in the frequency domain based on subcarriers and port numbers;
  • the channel information can be the delay extension impulse response based on the number of taps and the port number;
  • the channel eigenvalue information can be the eigenvalue information obtained after performing Singular Value Decomposition (SDV) on the H matrix information, specifically, it can be frequency-independent
  • SDV Singular Value Decomposition
  • W1 matrix and the frequency-related instantaneous channel information W2 matrix the target channel information can also be a covariance matrix obtained after processing the H matrix information.
  • Step 104 sending target channel information to the third base station.
  • the first base station, the second base station and the third base station may be the same base station, or may be different base stations.
  • the collected target channel information is sent to the third base station.
  • the first base station, the second base station, and the third base station may be different base stations.
  • the first base station can send target configuration information to the terminal, and when the terminal receives the target configuration information and moves to the second base station, it can receive the reference signal sent by the second base station based on the configuration information of the reference signal sent by the second base station. signal, and measure the reference signal based on the target configuration information, collect target channel information corresponding to the target type of the channel information to be collected, and then when the terminal moves near the third base station, the target channel information can be sent to the third base station .
  • RRC Radio Resource Control
  • the terminal when the terminal establishes an RRC connection with the second base station, the terminal receives the reference signal sent by the second base station; The transmitted reference signal; wherein, after the terminal establishes an RRC connection with the second base station, the terminal is in a connected state with the second base station.
  • the information collection method receives the target configuration information sent by the first base station; wherein the target configuration information includes at least the target type of the channel information to be collected; receives the reference signal sent by the second base station; based on the target configuration information and a reference signal, collect target channel information corresponding to the target type; send the target channel information to the third base station; thus, it is not necessary to train the encoding network model and the decoding network model through simulation data in the related art, and the terminal can base on the target configuration information and
  • the reference signal is used to determine the real target channel information during the reference signal transmission process, and the target channel information is sent to the third base station, which improves the accuracy of the determined target channel information and further improves the encoding network model and decoding through target channel information training. The accuracy of the network model.
  • the embodiment of the present application also provides an information collection method, as shown in FIG. 2 , the method includes the following steps:
  • Step 201 the terminal receives target configuration information sent by the first base station.
  • the target configuration information at least includes the target type of the channel information to be collected.
  • receiving the reference signal sent by the second base station can be realized through steps 202-205, and step 206 can be performed after step 205; receiving the reference signal sent by the second base station can also be realized through step 207, and in step 207 Then step 208 can be executed.
  • Step 202 the terminal receives a broadcast signal sent by the second base station, and determines configuration request resources from the broadcast signal.
  • the broadcast signal can carry a defined new on-demand download system information block (System Information Block, SIB) system message; wherein, the SIB system message is used to transmit the configuration request resource of the CSI-RS; wherein, the configuration The request resource is used to obtain the configuration information of the CSI-RS.
  • SIB System Information Block
  • the terminal may receive and analyze the broadcast signal to obtain the SIB message, and then analyze the SIB message to obtain the configuration request resource.
  • the terminal parses the configuration information of the SIBx system message in the SIB message, so as to obtain a random access (Random Access, RA) resource for a system message (System Information, SI) request.
  • RA Random Access
  • SI System Information
  • the RA resource requested by the SI is a configuration request resource of CSI-RS configuration information.
  • Step 203 the terminal generates a first acquisition request based on the configuration request resource, and sends the first acquisition request to the second base station.
  • the first acquisition request is used to acquire the configuration information of the channel state information reference signal CSI-RS.
  • the terminal may process the configuration request resource to generate a first acquisition request for acquiring CSI-RS configuration information, and send the first acquisition request to the second base station,
  • the second base station can determine the configuration information of the CSI-RS according to the first acquisition request, and send the configuration information of the CSI-RS to the terminal.
  • Step 204 the terminal receives CSI-RS configuration information sent by the second base station.
  • the terminal may receive CSI-RS configuration information sent by the second base station according to the first acquisition request.
  • the configuration information of the CSI-RS may include but not limited to the port number of the port when the second base station sends the CSI-RS and the frequency when the second base station sends the CSI-RS.
  • Step 205 the terminal receives the CSI-RS sent by the second base station based on the configuration information of the CSI-RS.
  • the terminal may receive the CSI-RS from the port corresponding to the port number according to the port number in the CSI-RS configuration information, and according to the CSI-RS configuration information in the CSI-RS configuration information, the second base station sends the CSI-RS The frequency enables the base station to receive the CSI-RS synchronously while transmitting the CSI-RS.
  • the configuration request resources are obtained through broadcast signals, and the configuration information of the CSI-RS is obtained according to the first acquisition request generated by the configuration request resources, so that the terminal and the base station (second base station) can be in a non-connected state.
  • Obtaining the CSI-RS may also be that when the terminal is connected to the second base station, the terminal initiates a request for obtaining CSI-RS configuration information to the base station, so that the terminal can receive the CSI-RS sent by the second base station.
  • the terminal can receive the CSI-RS only in the connected state, which reduces the limitation of receiving the CSI-RS and improves the efficiency of the terminal receiving the CSI-RS.
  • Step 206 When the terminal is in a non-connected state or connected state with the second base station, the terminal measures the CSI-RS based on the target configuration information, and determines target channel information corresponding to the target type.
  • the configuration information of the CSI-RS can be obtained when the terminal and the second base station are in the non-connected state or the connected state, and the CSI-RS can be received based on the configuration information of the CSI-RS and the received CSI -
  • the RS performs measurements to determine the target channel signal corresponding to the target type This enables the terminal to collect target channel information corresponding to the target type according to the CSI-RS regardless of whether the terminal and the base station are in a connected state or not in a connected state, which improves the efficiency of collecting target channel information.
  • the unconnected state includes an idle state and a deactivated state.
  • steps 209-211 may be executed.
  • Step 207 the terminal receives the SSB signal sent by the second base station.
  • the reference signal includes an SSB signal.
  • the configuration information of the SSB signal is sent by the second base station in a broadcast manner, and the SSB signal sent by the second base station is received according to the configuration information of the SSB signal.
  • the SSB signal is an SSB signal received by the terminal when the terminal is not connected to the second base station.
  • Step 208 When the terminal is not connected to the second base station, the terminal measures the SSB signal based on the target configuration information, and determines target channel information corresponding to the target type.
  • the terminal when the terminal is in a non-connected state with the second base station, the terminal can obtain configuration information of the SSB signal, and receive the SSB signal according to the configuration information of the SSB signal, so as to realize that the terminal is in a non-connected state with the second base station. In the case of , measure the received SSB signal, and then determine the target channel information corresponding to the target type.
  • the target channel information is determined through the SSB signal, although the port is limited and only the local frequency of the SSB can be measured, long-term data collection can be achieved to increase the amount of collected data.
  • Step 209 the terminal stops collecting target channel information and stores the target channel information when the information volume of the target channel information collected by the terminal is greater than the target information volume, or the duration of the target channel information collected by the terminal is greater than the target duration.
  • the target configuration information also includes a target duration for collecting target channel information and a target information amount for collecting target channel information.
  • Step 210 the terminal sends notification information carrying a second identifier indicating completion of target channel information collection to the third base station.
  • the terminal may send notification information carrying the second identifier to the third base station, so that the third base station may acquire the collected target channel information based on the notification information.
  • the second base station may determine whether to obtain the collected target channel information from the terminal according to the notification information and the operating state of the second base station, and when determining to obtain the collected target channel information, the second base station may generate a Channel information acquisition request to acquire target channel information.
  • Step 211 The terminal receives a second acquisition request carrying a third identifier indicating to acquire target channel information sent by the third base station based on the notification information, and sends the target channel information to the third base station based on the second acquisition request.
  • the third base station when the third base station determines to acquire the target channel information, the third base station may generate a second acquisition request carrying a third identifier indicating to acquire the target channel information based on the notification information, and send a second acquisition request request to the terminal, after the terminal receives the second acquisition request, it can send the stored target channel information to the third base station according to the third identification in the second acquisition request stand.
  • the computing capability of the terminal is relatively weak
  • the target channel information is sent to the third base station, so that the third base station can train the encoding network model and the decoding network model according to the target channel information, and send the trained encoding network model to to the terminal, so as to implement the deployment of the encoding network model on the terminal side and the decoding network model on the base station side, so that the base station can obtain complete channel information according to the encoding network model on the terminal side and the decoding network model on the base station side, improving the Integrity of acquired channel information.
  • the target channel information can be understood as sample data when training the encoding network model and decoding network model.
  • Step 212 if the terminal does not receive the second acquisition request, delete the stored target channel information.
  • the third base station when the third base station determines that it is not necessary to acquire the target channel information, the third base station may not send the second acquisition request to the terminal, that is, the terminal does not receive the second acquisition request Next, the stored target channel information can be deleted to release the memory of the terminal and reduce the storage pressure of the terminal memory.
  • notification information indicating that the target channel information is not acquired may also be sent to the terminal, so that the terminal deletes the stored target channel information after receiving the notification information.
  • the information collection method may further include the following steps:
  • Step 213 the terminal predicts the first service information of the terminal.
  • the terminal may obtain historical service information, and predict the first service information of the terminal in a future period of time according to the historical service information.
  • the historical service information may be service information sent to the terminal by a base station connected to the RRC of the terminal in a historical time period.
  • step 214 the terminal sends a connection request for establishing a radio resource control RRC connection between the terminal and the second base station when the first service information satisfies the collection condition.
  • connection request carries a first identifier used to indicate the acquisition target channel information
  • the set condition may include that the predicted information volume of the first service information is smaller than the target information volume.
  • the information volume of the first service information may be determined based on the predicted first service information, and when it is determined that the information volume of the first service information is less than the target information volume, a connection request may be sent to the second base station , so that the second base station can establish an RRC connection between the terminal and the second base station according to the connection request, and send CSI-RS configuration information to the terminal according to the first identifier carried in the connection request, so that the terminal receives the configuration of the CSI-RS After receiving the information, the CSI-RS sent by the second base station may be received according to the configuration information of the CSI-RS.
  • Step 215 the terminal receives CSI-RS configuration information sent by the second base station based on the first identifier, and controls the terminal to be in the first mode based on the CSI-RS configuration information.
  • the first mode is a mode in which the terminal is collecting target channel information.
  • the terminal when the terminal receives the CSI-RS configuration information sent by the second base station, it can indicate that the base station needs the terminal to collect target channel information. At this time, the terminal can control itself to be in the first mode. When the terminal is in In the first mode, the terminal does not process service information; in this way, it avoids the impact on the processing of service information when the terminal collects target channel information, and reduces the workload of the terminal and improves the work efficiency of the terminal.
  • Step 216 the terminal receives the second service information.
  • the second service information is service information received by the terminal at a certain moment after being in the first mode.
  • the second service information may be second service information sent by a second base station connected to the terminal (RRC connection).
  • step 217 the terminal controls the terminal to switch from the first mode to the second mode when the information amount of the second service information does not meet the collection condition.
  • the second mode is a mode in which the terminal processes the second service information.
  • the terminal may determine the information volume of the received second service information, and when it is determined that the information volume of the received second service information is greater than or equal to the target information volume, the terminal It can control itself to switch from the first mode to the second mode, so as to process business information in the second mode. Wherein, when the terminal is in the second mode, the target channel information is not collected.
  • the terminal side can obtain the reference signal, and according to the reference signal and target configuration information, determine the channel related information during the process of the reference signal being transmitted from the second base station to the terminal, obtain the target channel information, and set the target The channel information is sent to the second base station, so that the second base station can receive the target channel information, use the target channel information as sample data to train the encoding network model and the decoding network model, and deploy the trained encoding network model on the terminal side.
  • the training of the encoding network model and the decoding network model may be performed on the base station side, or may be performed on the terminal side; preferably, the training of the encoding network model and the decoding network model is performed on the base station side.
  • the trained encoding network model can be deployed on the terminal side, and the decoding network model can be deployed on the base station (such as the second base station) side, and the terminal can collect channel information in real time, and pass the channel information through the terminal side.
  • the encoding network model is encoded and sent to the base station through a channel, and the base station can use the decoding network model to decode the encoded channel information sent by the terminal to obtain complete channel information.
  • the application of the encoding network model and the decoding network model will be explained in detail below in conjunction with FIG. 4 .
  • the channel information collected by the terminal may be a high-dimensional channel matrix.
  • the terminal can negotiate with the base station (such as the third base station) to deploy the channel coding network model on the terminal side, deploy the channel decoding network model on the base station side, and the base station can periodically send CSI-RS to the terminal, and the terminal
  • the CSI-RS can be estimated to obtain channel information, which can also be called channel estimation information, and the channel information can be compressed and quantized through the encoding network model to obtain the compressed and quantized channel information, and send the compressed and quantized
  • the post-channel information is sent to the base station, so that the base station can use the decoding network model to decode the received compressed and quantized channel information to obtain complete channel information.
  • the encoding network model on the terminal side is also It can be pre-configured or obtained through network download.
  • the minimum drive test technology can also be used to collect target channel information.
  • MDT can include immediate MDT (Immediate MDT) and recorded MDT (Logged MDT); wherein, immediate MDT can measure the reference signal when the terminal is connected to the base station to collect target channel information, when the terminal The target channel information is reported to the base station only when it is connected to the base station; the recording MDT can measure the reference signal when the terminal is not connected to the base station to collect target channel information, and continue until the base station configures the collection for the terminal until the end of time.
  • the unconnected state includes an idle state (idle) and an inactive state (inactive).
  • the first base station when the terminal is connected to the first base station, the first base station can perform air interface channel data collection and configuration, obtain target configuration information, and send the target configuration information to To the terminal, the terminal can store target configuration information, so that the terminal can collect target channel information based on the target configuration information in at least one of the connected state, idle state, and deactivated state; wherein, the target configuration information can include channel information to be collected The target type, the duration of the collected target, the amount of collected target information, and the conditions for reporting the collected channel information to the base station.
  • the terminal can receive the reference signal sent by the second base station, and compare the reference signal Perform measurement to collect target channel information, and store the collected target channel information; that is, collect target channel information based on a reference signal sent by the second base station when the terminal and the second base station are in a disconnected state.
  • the target configuration information can be sent to the terminal through the extended RRC reconfiguration information, and the target configuration information can include the configuration of periodically reporting target channel information, target information volume and measurement objects. Among them, periodic reporting items
  • the configuration of the target channel information can be understood as configuring the target duration of the collected target channel information.
  • the event can include the target type of channel information to be collected, the amount of target information, the duration of the target, the frequency of collecting target channel information, and the collection target.
  • the channel information is the state of the terminal and the base station. Wherein, the frequency of collecting target channel information is not less than the period of the SSB signal or CSI-RS.
  • the information volume of the collected target channel information reaches the target information volume or the duration of collecting the target channel information reaches the target duration, the collection is stopped, and the collection status is reported when the connection with the base station is established again.
  • the states of the terminal and the base station when collecting target channel information include: at least one of a connected state, a deactivated state and an idle state.
  • the terminal may predict the first service information, so as to select an appropriate opportunity to initiate a connection to the second base station without affecting the processing of the service information by the terminal, And notify the second base station that the target channel information needs to be collected in the connection state.
  • the base station can send CSI-RS configuration information to the terminal, so that the terminal controls itself to enter the first mode, The target channel information can be collected in the first mode, and the target channel information can be stored; that is, the terminal can collect the target channel information while being connected to the second base station.
  • the terminal can send notification information to the third base station, so that the third base station can determine whether to obtain the collected target channel information from the terminal according to the notification information, when the third base station determines to obtain the collected target channel information from the terminal , an acquisition request for acquiring target channel information may be initiated to the terminal, so that the terminal sends the target channel information to the third base station after receiving the acquisition request; if the third base station sends notification information that does not need to acquire target channel information to the terminal, or When the acquisition request is not sent to the terminal, the terminal may delete (that is, discard) the stored target channel information.
  • the target channel information collected by the terminal can be based on The target channel information determined by the reference signal sent by the second base station.
  • the original channel information can be obtained first according to the reference signal, and then the target channel information can be extracted from the original channel information through machine learning.
  • the information collection method provided by the embodiment of the present application does not need to use simulation data to train the encoding network model and decoding network model in the related art, and the terminal can determine the real target channel information during the reference signal transmission process based on the target configuration information and the reference signal , and send the target channel information to the third base station, which improves the accuracy of the determined target channel information, and further improves the accuracy of the encoding network model and decoding network model trained by the target channel information.
  • the terminal 3 includes: a processor 31, a memory 32 and communication bus 33;
  • the communication bus 33 is configured to realize the communication connection between the processor 31 and the memory 32;
  • the processor 31 is configured to execute the information collection program stored in the memory 32, so as to realize the following steps:
  • target configuration information sent by the first base station; wherein the target configuration information at least includes target types of channel information to be collected;
  • the processor 31 is configured to execute the receiving of the reference signal sent by the second base station in the information collection program stored in the memory 32, so as to implement the following steps:
  • the first acquisition request is used to acquire configuration information of a channel state information reference signal CSI-RS;
  • the CSI-RS sent by the second base station is received.
  • the processor 31 is configured to execute the target configuration information and reference signals in the information collection program stored in the memory 32 to collect target channel information corresponding to the target type, so as to implement the following steps:
  • the CSI-RS is measured based on the target configuration information, and target channel information corresponding to the target type is determined.
  • the processor 31 is configured to execute the target configuration information and reference signals in the information collection program stored in the memory 32 to collect target channel information corresponding to the target type, so as to implement the following steps:
  • the SSB signal is measured to determine the target channel information corresponding to the target type; wherein the reference signal includes the SSB signal.
  • the processor 31 is configured to execute the information collection program stored in the memory 32, so as to realize the following steps:
  • the first service information satisfies the collection condition, sending a connection request for establishing a radio resource control RRC connection between the terminal and the second base station; wherein the connection request carries a first identifier for indicating the collection target channel information ;
  • the terminal receiving CSI-RS configuration information sent by the second base station based on the first identifier, and controlling the terminal to be in a first mode based on the CSI-RS configuration information; wherein, the first mode is a mode in which the terminal is in the mode of collecting target channel information;
  • the processor 31 is configured to execute the stored in the memory 32 Information collection procedures to achieve the following steps:
  • the control terminal switches from the first mode to the second mode; wherein, the second mode is a mode for the terminal to process the second service information.
  • the processor 31 is configured to execute the information collection program stored in the memory 32 to implement the following steps:
  • the target configuration information also includes The target duration for collecting target channel information and the target information volume for collecting target channel information
  • the processor 31 is configured to execute the sending target channel information to the third base station in the information collection program stored in the memory 32, so as to implement the following steps:
  • the processor 31 is configured to execute the information collection program stored in the memory 32, so as to realize the following steps:
  • the stored target channel information is deleted.
  • the target channel information includes at least one of channel information in the time-frequency domain, channel information in the angle domain, channel information of delay spread, channel information of delay Doppler, and channel characteristic information .
  • the terminal provided by the embodiment of the present application does not need to train the encoding network model and the decoding network model through simulation data in the related art, and the terminal can determine the real target channel information during the reference signal transmission process based on the target configuration information and the reference signal, and Sending the target channel information to the third base station improves the accuracy of the determined target channel information, and further improves the accuracy of the encoding network model and decoding network model trained by the target channel information.
  • this embodiment of the present application provides a computer-readable storage medium, where one or more programs are stored in the computer-readable storage medium, and the one or more programs can be executed by one or more processors to realize Figure 1 and Figure 2 correspond to the steps in the information collection method provided by the embodiment.
  • the above-mentioned computer-readable storage medium may be a read-only memory (Read Only Memory, ROM), a programmable read-only memory (Programmable Read-Only Memory, PROM), an erasable programmable read-only memory (Erasable Programmable Read-Only Memory, EPROM), Electrically Erasable Programmable Read-Only Memory (Electrically Erasable Programmable Read-Only Memory, EEPROM), Magnetic Random Access Memory (Ferromagnetic Random Access Memory, FRAM), Flash Memory (Flash Memory) , magnetic surface memory, optical disc, or Compact Disc Read-Only Memory (CD-ROM) and other memories; it can also be various electronic devices including one or any combination of the above memories, such as mobile phones, computers, tablets, etc. devices, personal digital assistants, and more.
  • the methods of the above embodiments can be implemented by means of software plus a necessary general-purpose hardware platform, and of course also by hardware, but in many cases the former is better implementation.
  • the technical solution of the present application can be embodied in the form of a software product in essence or the part that contributes to the prior art, and the computer software product is stored in a storage medium (such as ROM/RAM, disk, CD) contains several instructions to make a terminal device (which may be a mobile phone, a computer, a server, an air conditioner, or a network device, etc.) execute the methods described in various embodiments of the present application.
  • a terminal device which may be a mobile phone, a computer, a server, an air conditioner, or a network device, etc.
  • These computer program instructions may also be stored in a computer-readable memory capable of directing a computer or other programmable data processing apparatus to operate in a specific manner, such that the instructions stored in the computer-readable memory produce an article of manufacture comprising instruction means, the instructions
  • the device realizes the function specified in one or more procedures of the flowchart and/or one or more blocks of the block diagram.
  • the information collection method, terminal, and computer-readable storage medium provided in the embodiments of the present application receive the target configuration information sent by the first base station; wherein, the target configuration information includes at least the target type of the channel information to be collected; receive the target configuration information sent by the second base station based on the target configuration information and the reference signal, collect target channel information corresponding to the target type; send the target channel information to the third base station; thus, it is not necessary to train the encoding network model and the decoding network model through simulation data in the related art , the terminal can determine the real target channel information during the reference signal transmission process based on the target configuration information and the reference signal, and send the target channel information to the third base station, which improves the accuracy of the determined target channel information and further improves the accuracy of the target channel information through the target channel.
  • the accuracy of the encoding network model and decoding network model trained by information are examples of the target configuration information sent by the first base station.

Abstract

The present application discloses an information acquisition method. The method comprises: receiving target configuration information sent by a first base station, wherein the target configuration information at least comprises a target type of channel information to be acquired; receiving a reference signal sent by a second base station; on the basis of the target configuration information and the reference signal, acquiring target channel information corresponding to the target type; and sending the target channel information to a third base station. Embodiments of the present application further discloses a terminal and a computer readable storage medium.

Description

一种信息采集方法、终端及计算机可读存储介质An information collection method, terminal and computer-readable storage medium
相关申请的交叉引用Cross References to Related Applications
本申请基于申请号为202210102757.6、申请日为2022年01月27日的中国专利申请提出,并要求该中国专利申请的优先权,该中国专利申请的全部内容在此引入本申请作为参考。This application is based on a Chinese patent application with application number 202210102757.6 and a filing date of January 27, 2022, and claims the priority of this Chinese patent application. The entire content of this Chinese patent application is hereby incorporated by reference into this application.
技术领域technical field
本申请涉及无线通信领域的信息采集技术,涉及一种信息采集方法、终端及计算机可读存储介质This application relates to information collection technology in the field of wireless communication, and relates to an information collection method, terminal and computer-readable storage medium
背景技术Background technique
目前,基于人工智能(Artificial Intelligence,AI)的下行信道反馈网络,需要位于终端侧的编码网络模型和位于基站侧的解码网络模型的配合,以使得基站可以获取完整的信道信息;相关技术中训练编码网络模型和解码网络模型所采用的数据是通过模拟空口环境得到的仿真数据,但是由于实际复杂的空口环境以及终端的分布和移动等因素使得仿真系统模拟得到的仿真数据不准确,进而使得采用仿真数据训练的模型不准确。At present, the downlink channel feedback network based on artificial intelligence (AI) requires the cooperation of the encoding network model on the terminal side and the decoding network model on the base station side, so that the base station can obtain complete channel information; training in related technologies The data used in the encoding network model and decoding network model is the simulation data obtained by simulating the air interface environment, but due to the actual complex air interface environment and the distribution and movement of terminals, the simulation data obtained by the simulation system simulation is inaccurate, which makes the use of Models trained on simulated data are inaccurate.
发明内容Contents of the invention
本申请实施例期望提供一种信息采集方法、终端及计算机可读存储介质,解决了相关技术中训练编码网络模型和解码网络模型所采用的数据不准确的问题,提高了确定的目标信道信息的准确率,进一步地提高了训练的编码网络模型和解码网络模型的准确率。The embodiment of the present application expects to provide an information collection method, terminal and computer-readable storage medium, which solves the problem of inaccurate data used in training the encoding network model and decoding network model in the related art, and improves the accuracy of the determined target channel information. The accuracy rate further improves the accuracy rate of the trained encoding network model and decoding network model.
本申请的技术方案是这样实现的: The technical scheme of the present application is realized like this:
一种信息采集方法,应用于终端,所述方法包括:An information collection method applied to a terminal, the method comprising:
接收第一基站发送的目标配置信息;其中,所述目标配置信息至少包括待采集的信道信息的目标类型;receiving target configuration information sent by the first base station; wherein the target configuration information includes at least the target type of the channel information to be collected;
接收第二基站发送的参考信号;receiving a reference signal sent by the second base station;
基于所述目标配置信息和所述参考信号,采集与所述目标类型对应的目标信道信息;Collecting target channel information corresponding to the target type based on the target configuration information and the reference signal;
发送所述目标信道信息至第三基站。Send the target channel information to a third base station.
上述方案中,所述接收第二基站发送的参考信号,包括:In the above solution, the receiving the reference signal sent by the second base station includes:
接收所述第二基站发送的广播信号,并从所述广播信号中确定配置请求资源;receiving a broadcast signal sent by the second base station, and determining configuration request resources from the broadcast signal;
基于所述配置请求资源生成第一获取请求,并发送所述第一获取请求至所述第二基站;其中,所述第一获取请求用于获取信道状态信息参考信号CSI-RS的配置信息;Generate a first acquisition request based on the configuration request resource, and send the first acquisition request to the second base station; wherein the first acquisition request is used to acquire configuration information of a channel state information reference signal CSI-RS;
接收所述第二基站发送的所述CSI-RS的配置信息;receiving configuration information of the CSI-RS sent by the second base station;
基于所述CSI-RS的配置信息,接收所述第二基站发送的CSI-RS。Based on the configuration information of the CSI-RS, receive the CSI-RS sent by the second base station.
上述方案中,所述基于所述目标配置信息和所述参考信号,采集与所述目标类型对应的目标信道信息,包括:In the above solution, the collecting target channel information corresponding to the target type based on the target configuration information and the reference signal includes:
在所述终端与所述第二基站处于非连接状态或连接状态的情况下,基于所述目标配置信息对所述CSI-RS进行测量,确定与所述目标类型对应的所述目标信道信息。When the terminal and the second base station are in a non-connected state or a connected state, measure the CSI-RS based on the target configuration information, and determine the target channel information corresponding to the target type.
上述方案中,所述基于所述目标配置信息和所述参考信号,采集与所述目标类型对应的目标信道信息,包括:In the above solution, the collecting target channel information corresponding to the target type based on the target configuration information and the reference signal includes:
在所述终端与所述第二基站处于非连接状态的情况下,基于所述目标配置信息,对同步广播块SSB信号进行测量,确定与所述目标类型对应的所述目标信道信息;其中,所述参考信号包括所述SSB信号。 When the terminal and the second base station are in a non-connected state, based on the target configuration information, measure the SSB signal of a synchronic broadcast block, and determine the target channel information corresponding to the target type; wherein, The reference signal includes the SSB signal.
上述方案中,所述接收第一基站发送的目标配置信息之后,所述方法还包括:In the above solution, after receiving the target configuration information sent by the first base station, the method further includes:
预测所述终端的第一业务信息;predicting the first service information of the terminal;
在所述第一业务信息满足采集条件的情况下,发送用于建立所述终端与所述第二基站之间的无线资源控制RRC连接的连接请求;其中,所述连接请求中携带有用于指示采集目标信道信息的第一标识;When the first service information satisfies the collection condition, send a connection request for establishing a radio resource control RRC connection between the terminal and the second base station; wherein, the connection request carries information for indicating collecting the first identification of the target channel information;
接收所述第二基站基于所述第一标识发送的所述CSI-RS的配置信息,并控制所述终端处于第一模式;其中,所述第一模式为所述终端处于采集所述目标信道信息的模式;receiving the configuration information of the CSI-RS sent by the second base station based on the first identifier, and controlling the terminal to be in a first mode; where the first mode is that the terminal is collecting the target channel mode of information;
上述方案中,所述方法还包括:In the above scheme, the method also includes:
接收第二业务信息;receiving second service information;
在所述第二业务信息的信息量不满足所述采集条件的情况下,控制所述终端从所述第一模式切换至第二模式;其中,所述第二模式为所述终端处理所述第二业务信息的模式。When the information amount of the second service information does not meet the collection condition, control the terminal to switch from the first mode to the second mode; wherein the second mode is for the terminal to process the A mode of the second service information.
上述方案中,所述发送所述目标信道信息至所述第三基站之前,所述方法还包括:In the above solution, before sending the target channel information to the third base station, the method further includes:
在所述终端采集的所述目标信道信息的信息量大于目标信息量,或在所述终端采集的所述目标信道信息的时长大于目标时长的情况下,停止采集所述目标信道信息并存储所述目标信道信息;其中,所述目标配置信息还包括采集目标信道信息的目标时长和采集目标信道信息的目标信息量,When the information amount of the target channel information collected by the terminal is greater than the target information amount, or when the duration of the target channel information collected by the terminal is greater than the target duration, stop collecting the target channel information and store the The target channel information; wherein, the target configuration information also includes a target duration for collecting target channel information and a target information amount for collecting target channel information,
发送携带有表示所述目标信道信息采集完成的第二标识的通知信息至所述第三基站。Sending notification information carrying a second identifier indicating that the acquisition of the target channel information is completed to the third base station.
上述方案中,所述发送所述目标信道信息至所述第三基站,包括:In the above solution, the sending the target channel information to the third base station includes:
接收所述第三基站基于所述通知信息发送的携带有指示获取所述目标信道信息的第三标识的第二获取请求,并基于所述第二获取请求发送所述 目标信道信息至所述第三基站;receiving a second acquisition request that is sent by the third base station based on the notification information and carrying a third identifier indicating to acquire the target channel information, and sending the sending target channel information to the third base station;
相应的,所述方法还包括:Correspondingly, the method also includes:
在未接收到所述第二获取请求的情况下,删除存储的所述目标信道信息。If the second acquisition request is not received, delete the stored target channel information.
上述方案中,所述目标信道信息至少包括时频域信道信息、角度域信道信息、时延扩展的信道信息、时延多普勒的信道信息和信道特征信息中的至少一个信息。In the above solution, the target channel information at least includes at least one of time-frequency domain channel information, angle domain channel information, delay spread channel information, delay Doppler channel information, and channel feature information.
一种终端,所述终端包括:处理器、存储器和通信总线;A terminal, the terminal comprising: a processor, a memory, and a communication bus;
所述通信总线用于实现所述处理器和所述存储器之间的通信连接;The communication bus is used to realize the communication connection between the processor and the memory;
所述处理器用于执行存储器中存储的信息采集程序,以实现上述信息采集方法的步骤。The processor is used to execute the information collection program stored in the memory, so as to realize the steps of the above information collection method.
一种计算机可读存储介质,所述计算机可读存储介质存储有一个或者多个程序,所述一个或者多个程序可被一个或者多个处理器执行,以实现上述信息采集方法的步骤。A computer-readable storage medium, where one or more programs are stored in the computer-readable storage medium, and the one or more programs can be executed by one or more processors to implement the steps of the above information collection method.
本申请实施例所提供的信息采集方法、终端及计算机可读存储介质,接收第一基站发送的目标配置信息;其中,目标配置信息至少包括待采集的信道信息的目标类型;接收第二基站发送的参考信号;基于目标配置信息和参考信号,采集与目标类型对应的目标信道信息;发送目标信道信息至第三基站;如此,不需要相关技术中通过仿真数据来训练编码网络模型和解码网络模型,终端可以基于目标配置信息和参考信号来确定参考信号传输过程中真实的目标信道信息,并发送目标信道信息至第三基站,提高了确定的目标信道信息的准确率,进一步提高了通过目标信道信息训练的编码网络模型和解码网络模型的准确率。The information collection method, terminal, and computer-readable storage medium provided in the embodiments of the present application receive the target configuration information sent by the first base station; wherein, the target configuration information includes at least the target type of the channel information to be collected; receive the target configuration information sent by the second base station based on the target configuration information and the reference signal, collect target channel information corresponding to the target type; send the target channel information to the third base station; thus, it is not necessary to train the encoding network model and the decoding network model through simulation data in the related art , the terminal can determine the real target channel information during the reference signal transmission process based on the target configuration information and the reference signal, and send the target channel information to the third base station, which improves the accuracy of the determined target channel information and further improves the accuracy of the target channel information through the target channel. The accuracy of the encoding network model and decoding network model trained by information.
附图说明Description of drawings
此处的附图被并入说明书中构成本说明书的一部分,这些附图示出了 符合本申请的实施例,并与说明书一起用于说明本申请的技术方案。The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate It is consistent with the embodiment of the present application and is used together with the description to illustrate the technical solution of the present application.
图1为本申请实施例提供的一种信息采集方法的流程示意图;FIG. 1 is a schematic flow diagram of an information collection method provided in an embodiment of the present application;
图2为本申请实施例提供的另一种信息采集方法的流程示意图;FIG. 2 is a schematic flow diagram of another information collection method provided in the embodiment of the present application;
图3为本申请实施例提供的信道反馈网络的流程示意图;FIG. 3 is a schematic flow diagram of a channel feedback network provided by an embodiment of the present application;
图4为本申请实施例提供的编码网络模型和解码网络模型的工作流程示意图;FIG. 4 is a schematic diagram of the workflow of the encoding network model and the decoding network model provided by the embodiment of the present application;
图5为本申请实施例提供的又一种信息采集方法的流程示意图;FIG. 5 is a schematic flow diagram of another information collection method provided by the embodiment of the present application;
图6为本申请实施例提供的一种终端的结构示意图。FIG. 6 is a schematic structural diagram of a terminal provided by an embodiment of the present application.
具体实施方式Detailed ways
下面将结合本申请实施例中的附图,对本申请实施例中的技术方案进行清楚、完整地描述。The technical solutions in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application.
应当理解,此处所描述的具体实施例仅仅用以解释本申请,并不用于限定本申请。It should be understood that the specific embodiments described here are only used to explain the present application, and are not intended to limit the present application.
本申请实施例提供一种信息采集方法,该方法可以应用于终端,参照图1所示,该方法包括以下步骤:The embodiment of the present application provides an information collection method, which can be applied to a terminal, as shown in FIG. 1, the method includes the following steps:
步骤101、接收第一基站发送的目标配置信息。Step 101. Receive target configuration information sent by a first base station.
其中,目标配置信息至少包括待采集的信道信息的目标类型。Wherein, the target configuration information at least includes the target type of the channel information to be collected.
在本申请实施例中,在终端与第一基站处于连接状态(简称连接态)的情况下,第一基站可以进行空口信道数据采集配置,得到目标配置信息,并发送目标配置信息至终端,终端接收基站发送的目标配置信息,以便后续可以根据目标配置信息进行空口信道数据的采集,得到与目标类型对应的目标信道信息。In the embodiment of the present application, when the terminal and the first base station are in the connected state (referred to as the connected state), the first base station can perform air interface channel data collection configuration, obtain target configuration information, and send the target configuration information to the terminal, and the terminal The target configuration information sent by the base station is received, so that air interface channel data can be subsequently collected according to the target configuration information, and target channel information corresponding to the target type can be obtained.
需要说明的是,在终端与第一基站处于连接状态下,还可以进行业务信息的交互;其中,连接状态可以用RRC_CONNECTED来表示。It should be noted that, when the terminal is in a connected state with the first base station, service information can also be exchanged; wherein, the connected state can be represented by RRC_CONNECTED.
步骤102、接收第二基站发送的参考信号。 Step 102: Receive a reference signal sent by the second base station.
其中,第二基站和第一基站可以为同一基站,还可以为不同的基站;参考信号可以包括信道状态信息参考信号(Channel State Information-Reference Signal,CSI-RS)和同步信号块(Synchronization Signal Block,SSB)信号。Wherein, the second base station and the first base station can be the same base station, and can also be different base stations; the reference signal can include a channel state information reference signal (Channel State Information-Reference Signal, CSI-RS) and a synchronization signal block (Synchronization Signal Block , SSB) signal.
在本申请实施例中,终端可以获取参考信号的配置信息,并基于参考信号的配置信息来接收参考信号。In the embodiment of the present application, the terminal may acquire the configuration information of the reference signal, and receive the reference signal based on the configuration information of the reference signal.
在一种可行的实现方式中,参考信号的配置信息中包括端口号和基站发送参考信号的频率;其中,端口号为基站通过目标端口发送参考信号时目标端口的编号。In a feasible implementation manner, the configuration information of the reference signal includes a port number and a frequency at which the base station sends the reference signal; where the port number is the number of the target port when the base station sends the reference signal through the target port.
步骤103、基于目标配置信息和参考信号,采集与目标类型对应的目标信道信息。Step 103, based on the target configuration information and the reference signal, collect target channel information corresponding to the target type.
在本申请实施例中,可以基于目标配置信息对参考信号进行测量,确定基站通过信道传输参考信号时信道的相关信息,之后可以从信道的相关信息中确定与目标类型对应的目标信道信息。In the embodiment of the present application, the reference signal can be measured based on the target configuration information, and the relevant information of the channel when the base station transmits the reference signal through the channel is determined, and then the target channel information corresponding to the target type can be determined from the relevant information of the channel.
其中,目标信道信息至少包括时频域信道信息、角度域信道信息、时延扩展的信道信息、时延多普勒的信道信息和信道特征信息中的至少一个信息。Wherein, the target channel information at least includes at least one of time-frequency domain channel information, angle domain channel information, delay spread channel information, delay Doppler channel information and channel feature information.
在一种可行的实现方式中,时频域信道信息可以为全量的信道测量数据H矩阵信息,其中,H矩阵信息包括:基于子载波和端口号的频域的信道冲击响应;时延扩展的信道信息可以为基于抽头数和端口号的时延扩展冲击响应;信道特征值信息可以为对H矩阵信息进行奇异值分解(Singular Value Decomposition,SDV)后得到的特征值信息,具体可以是频率无关的长周期信道信息W1矩阵和频率相关的瞬时信道信息W2矩阵;目标信道信息还可以是对H矩阵信息进行处理后得到的协方差矩阵。In a feasible implementation, the time-frequency domain channel information can be the full amount of channel measurement data H matrix information, where the H matrix information includes: channel impulse response in the frequency domain based on subcarriers and port numbers; The channel information can be the delay extension impulse response based on the number of taps and the port number; the channel eigenvalue information can be the eigenvalue information obtained after performing Singular Value Decomposition (SDV) on the H matrix information, specifically, it can be frequency-independent The long-period channel information W1 matrix and the frequency-related instantaneous channel information W2 matrix; the target channel information can also be a covariance matrix obtained after processing the H matrix information.
步骤104、发送目标信道信息至第三基站。 Step 104, sending target channel information to the third base station.
其中,第一基站、第二基站和第三基站可以为相同的基站,也可以为不同的基站。Wherein, the first base station, the second base station and the third base station may be the same base station, or may be different base stations.
在本申请实施例中,在终端与第三基站连接的情况下,发送采集的目标信道信息至第三基站。In the embodiment of the present application, when the terminal is connected to the third base station, the collected target channel information is sent to the third base station.
在一种可行的实现方式中,第一基站、第二基站和第三基站可以是不同的基站,当终端移动至第一基站附近,且与第一基站建立无限资源控制协议(Radio Resource Control,RRC)连接时,第一基站可以向终端发送目标配置信息,终端接收目标配置信息后当移动至第二基站时,可以基于第二基站发送的参考信号的配置信息,接收第二基站发送的参考信号,并基于目标配置信息对参考信号进行测量,采集与待采集的信道信息的目标类型对应的目标信道信息,之后当终端移动至第三基站附近时,可以将目标信道信息发送至第三基站。In a feasible implementation, the first base station, the second base station, and the third base station may be different base stations. When the terminal moves near the first base station and establishes an unlimited resource control protocol (Radio Resource Control, When RRC) is connected, the first base station can send target configuration information to the terminal, and when the terminal receives the target configuration information and moves to the second base station, it can receive the reference signal sent by the second base station based on the configuration information of the reference signal sent by the second base station. signal, and measure the reference signal based on the target configuration information, collect target channel information corresponding to the target type of the channel information to be collected, and then when the terminal moves near the third base station, the target channel information can be sent to the third base station .
需要说明的是,终端可以是与第二基站建立RRC连接的情况下,终端接收第二基站发送的参考信号;还可以是终端未与第二基站建立RRC连接的情况下,终端接收第二基站发送的参考信号;其中,终端与第二基站建立RRC连接后,终端与第二基站处于连接状态。It should be noted that, when the terminal establishes an RRC connection with the second base station, the terminal receives the reference signal sent by the second base station; The transmitted reference signal; wherein, after the terminal establishes an RRC connection with the second base station, the terminal is in a connected state with the second base station.
本申请实施例所提供的信息采集方法,接收第一基站发送的目标配置信息;其中,目标配置信息至少包括待采集的信道信息的目标类型;接收第二基站发送的参考信号;基于目标配置信息和参考信号,采集与目标类型对应的目标信道信息;发送目标信道信息至第三基站;如此,不需要相关技术中通过仿真数据来训练编码网络模型和解码网络模型,终端可以基于目标配置信息和参考信号来确定参考信号传输过程中真实的目标信道信息,并发送目标信道信息至第三基站,提高了确定的目标信道信息的准确率,进一步提高了通过目标信道信息训练的编码网络模型和解码网络模型的准确率。 The information collection method provided by the embodiment of the present application receives the target configuration information sent by the first base station; wherein the target configuration information includes at least the target type of the channel information to be collected; receives the reference signal sent by the second base station; based on the target configuration information and a reference signal, collect target channel information corresponding to the target type; send the target channel information to the third base station; thus, it is not necessary to train the encoding network model and the decoding network model through simulation data in the related art, and the terminal can base on the target configuration information and The reference signal is used to determine the real target channel information during the reference signal transmission process, and the target channel information is sent to the third base station, which improves the accuracy of the determined target channel information and further improves the encoding network model and decoding through target channel information training. The accuracy of the network model.
基于前述实施例,本申请实施例还提供了一种信息采集方法,参照图2所示,该方法包括以下步骤:Based on the foregoing embodiments, the embodiment of the present application also provides an information collection method, as shown in FIG. 2 , the method includes the following steps:
步骤201、终端接收第一基站发送的目标配置信息。Step 201, the terminal receives target configuration information sent by the first base station.
其中,目标配置信息至少包括待采集的信道信息的目标类型。Wherein, the target configuration information at least includes the target type of the channel information to be collected.
需要说明的是,接收第二基站发送的参考信号可以通过步骤202-205来实现,在步骤205之后可以执行步骤206;接收第二基站发送的参考信号还可以通过步骤207来实现,在步骤207之后可以执行步骤208。It should be noted that receiving the reference signal sent by the second base station can be realized through steps 202-205, and step 206 can be performed after step 205; receiving the reference signal sent by the second base station can also be realized through step 207, and in step 207 Then step 208 can be executed.
步骤202、终端接收第二基站发送的广播信号,并从广播信号中确定配置请求资源。Step 202, the terminal receives a broadcast signal sent by the second base station, and determines configuration request resources from the broadcast signal.
需要说明的是,广播信号中可以携带定义的新的按需下载的系统信息块(System Information Block,SIB)系统消息;其中,SIB系统消息用于传递CSI-RS的配置请求资源;其中,配置请求资源用于获取CSI-RS的配置信息。It should be noted that the broadcast signal can carry a defined new on-demand download system information block (System Information Block, SIB) system message; wherein, the SIB system message is used to transmit the configuration request resource of the CSI-RS; wherein, the configuration The request resource is used to obtain the configuration information of the CSI-RS.
在本申请实施例中,终端可以接收广播信号,并对广播信号进行分析,以获取SIB消息,之后对SIB消息进行解析得到配置请求资源。In the embodiment of the present application, the terminal may receive and analyze the broadcast signal to obtain the SIB message, and then analyze the SIB message to obtain the configuration request resource.
在一种可行的实现方式中,终端解析SIB消息中的SIBx系统消息的配置信息,以获取用于系统消息(System Information,SI)请求的随机接入(Random Access,RA)资源。其中,SI请求的RA资源为CSI-RS的配置信息的配置请求资源。In a feasible implementation manner, the terminal parses the configuration information of the SIBx system message in the SIB message, so as to obtain a random access (Random Access, RA) resource for a system message (System Information, SI) request. Wherein, the RA resource requested by the SI is a configuration request resource of CSI-RS configuration information.
步骤203、终端基于配置请求资源生成第一获取请求,并发送第一获取请求至第二基站。Step 203, the terminal generates a first acquisition request based on the configuration request resource, and sends the first acquisition request to the second base station.
其中,第一获取请求用于获取信道状态信息参考信号CSI-RS的配置信息。Wherein, the first acquisition request is used to acquire the configuration information of the channel state information reference signal CSI-RS.
在本申请实施例中,终端可以对配置请求资源进行处理,以生成用于获取CSI-RS的配置信息的第一获取请求,并发送第一获取请求至第二基站, 使得第二基站可以根据第一获取请求确定CSI-RS的配置信息,并发送CSI-RS的配置信息至终端。In this embodiment of the present application, the terminal may process the configuration request resource to generate a first acquisition request for acquiring CSI-RS configuration information, and send the first acquisition request to the second base station, The second base station can determine the configuration information of the CSI-RS according to the first acquisition request, and send the configuration information of the CSI-RS to the terminal.
步骤204、终端接收第二基站发送的CSI-RS的配置信息。Step 204, the terminal receives CSI-RS configuration information sent by the second base station.
在本申请实施例中,终端可以接收第二基站根据第一获取请求发送的CSI-RS的配置信息。其中,CSI-RS的配置信息可以包括但不限于第二基站发送CSI-RS时的端口的端口号以及发送CSI-RS时的频率。In this embodiment of the present application, the terminal may receive CSI-RS configuration information sent by the second base station according to the first acquisition request. Wherein, the configuration information of the CSI-RS may include but not limited to the port number of the port when the second base station sends the CSI-RS and the frequency when the second base station sends the CSI-RS.
步骤205、终端基于CSI-RS的配置信息,接收第二基站发送的CSI-RS。Step 205, the terminal receives the CSI-RS sent by the second base station based on the configuration information of the CSI-RS.
在本申请实施例中,终端可以根据CSI-RS的配置信息中的端口号,从与该端口号对应的端口接收CSI-RS,根据CSI-RS的配置信息中第二基站发送CSI-RS的频率,实现基站发送CSI-RS的同时,同步接收CSI-RS。In this embodiment of the present application, the terminal may receive the CSI-RS from the port corresponding to the port number according to the port number in the CSI-RS configuration information, and according to the CSI-RS configuration information in the CSI-RS configuration information, the second base station sends the CSI-RS The frequency enables the base station to receive the CSI-RS synchronously while transmitting the CSI-RS.
需要说明的是,通过广播信号来获取配置请求资源,并根据配置请求资源生成的第一获取请求来获取CSI-RS的配置信息,实现了终端与基站(第二基站)可以在非连接状态下获取CSI-RS,当然,还可以是在终端与第二基站处于连接状态下,终端向基站发起用于获取CSI-RS的配置信息的请求,使得终端可以接收第二基站发送的CSI-RS的配置信息,实现终端与基站可以在连接状态下接收CSI-RS;也就是说,无论终端与基站处于连接状态还是非连接状态均可以接收CSI-RS,而不是如相关技术中只是在终端与基站处于连接状态下终端才能接收CSI-RS,减少了接收CSI-RS的局限性,提高了终端接收CSI-RS的效率。It should be noted that the configuration request resources are obtained through broadcast signals, and the configuration information of the CSI-RS is obtained according to the first acquisition request generated by the configuration request resources, so that the terminal and the base station (second base station) can be in a non-connected state. Obtaining the CSI-RS, of course, may also be that when the terminal is connected to the second base station, the terminal initiates a request for obtaining CSI-RS configuration information to the base station, so that the terminal can receive the CSI-RS sent by the second base station. Configure information to realize that the terminal and the base station can receive CSI-RS in the connected state; that is, the terminal and the base station can receive the CSI-RS regardless of whether they are connected or not, instead of just connecting the terminal and the base station as in the related art The terminal can receive the CSI-RS only in the connected state, which reduces the limitation of receiving the CSI-RS and improves the efficiency of the terminal receiving the CSI-RS.
步骤206、在终端与第二基站处于非连接状态或连接状态的情况下,终端基于目标配置信息对CSI-RS进行测量,确定与目标类型对应的目标信道信息。Step 206: When the terminal is in a non-connected state or connected state with the second base station, the terminal measures the CSI-RS based on the target configuration information, and determines target channel information corresponding to the target type.
在本申请实施例中,在终端与第二基站处于非连接状态或连接状态的情况下均可以获取CSI-RS的配置信息,可以基于CSI-RS的配置信息接收CSI-RS并对接收的CSI-RS进行测量,确定与目标类型对应的目标信道信 息,实现了无论是终端与基站处于连接状态还是非连接状态均可以根据CSI-RS采集与目标类型对应的目标信道信息,提高了采集目标信道信息的效率。其中,非连接状态包括空闲态和去激活态。In the embodiment of the present application, the configuration information of the CSI-RS can be obtained when the terminal and the second base station are in the non-connected state or the connected state, and the CSI-RS can be received based on the configuration information of the CSI-RS and the received CSI - The RS performs measurements to determine the target channel signal corresponding to the target type This enables the terminal to collect target channel information corresponding to the target type according to the CSI-RS regardless of whether the terminal and the base station are in a connected state or not in a connected state, which improves the efficiency of collecting target channel information. Wherein, the unconnected state includes an idle state and a deactivated state.
需要说明的是,通过CSI-RS来采集目标信道信息时,可以采集全频段的所有天线端口的短周期的信道信息,提高了采集的目标信道信息的完整性,进一步提高了采集的目标信道信息的准确率。It should be noted that when collecting target channel information through CSI-RS, short-period channel information of all antenna ports in the full frequency band can be collected, which improves the integrity of the collected target channel information and further improves the collected target channel information. the accuracy rate.
需要说明的是,在步骤206之后可以执行步骤209-211。It should be noted that, after step 206, steps 209-211 may be executed.
步骤207、终端接收第二基站发送的SSB信号。Step 207, the terminal receives the SSB signal sent by the second base station.
其中,参考信号包括SSB信号。Wherein, the reference signal includes an SSB signal.
需要说明的是,通过第二基站采用广播的方式发送SSB信号的配置信息,并根据SSB信号的配置信息来接收第二基站发送的SSB信号。其中,SSB信号是在终端与第二基站处于非连接状态下终端接收的SSB信号。It should be noted that the configuration information of the SSB signal is sent by the second base station in a broadcast manner, and the SSB signal sent by the second base station is received according to the configuration information of the SSB signal. Wherein, the SSB signal is an SSB signal received by the terminal when the terminal is not connected to the second base station.
步骤208、在终端与第二基站处于非连接状态的情况下,终端基于目标配置信息,对同步广播块SSB信号进行测量,确定与目标类型对应的目标信道信息。Step 208: When the terminal is not connected to the second base station, the terminal measures the SSB signal based on the target configuration information, and determines target channel information corresponding to the target type.
具体地,在终端与第二基站处于非连接状态的情况下,终端可以获取SSB信号的配置信息,并根据SSB信号的配置信息来接收SSB信号,以便实现在终端与第二基站处于非连接状态的情况下,对接收的SSB信号进行测量,进而确定与目标类型对应的目标信道信息。Specifically, when the terminal is in a non-connected state with the second base station, the terminal can obtain configuration information of the SSB signal, and receive the SSB signal according to the configuration information of the SSB signal, so as to realize that the terminal is in a non-connected state with the second base station. In the case of , measure the received SSB signal, and then determine the target channel information corresponding to the target type.
需要说明的是,通过SSB信号确定目标信道信息时,虽然端口受限只能测量SSB局部频率,但是可以实现长时间的数据采集,以提高采集的数据量。It should be noted that when the target channel information is determined through the SSB signal, although the port is limited and only the local frequency of the SSB can be measured, long-term data collection can be achieved to increase the amount of collected data.
步骤209、终端在终端采集的目标信道信息的信息量大于目标信息量,或在终端采集的目标信道信息的时长大于目标时长的情况下,停止采集目标信道信息并存储目标信道信息。 Step 209 , the terminal stops collecting target channel information and stores the target channel information when the information volume of the target channel information collected by the terminal is greater than the target information volume, or the duration of the target channel information collected by the terminal is greater than the target duration.
其中,目标配置信息还包括采集目标信道信息的目标时长和采集目标信道信息的目标信息量。Wherein, the target configuration information also includes a target duration for collecting target channel information and a target information amount for collecting target channel information.
在本申请实施例中,可以根据采集目标信道信息的目标时长和采集目标信道信息的目标信息量确定是否完成采集目标信道信息,具体可以是确定当前采集的目标信道信息的信息量,并判断目标信道信息的信息量是否大于目标信息量,在大于目标信息量时,可以停止采集目标信道信息,控制终端处于完成采集目标信道信息的状态,并存储目标信道信息,以便后续发送目标信道信息至终端;还可以是确定采集目标信道信息的时长,当采集目标信道信息的时长大于目标时长时,可以停止采集目标信道信息,控制终端处于完成采集目标信道信息的状态,并存储目标信道信息。In the embodiment of the present application, it may be determined whether to complete the collection of target channel information according to the target duration of collecting target channel information and the target information volume of collecting target channel information. Specifically, it may be to determine the information volume of the currently collected target channel information and determine the target Whether the information amount of the channel information is greater than the target information amount, and when it is greater than the target information amount, the collection of the target channel information can be stopped, the control terminal is in the state of completing the collection of the target channel information, and the target channel information is stored for subsequent sending of the target channel information to the terminal It can also be to determine the duration of collecting the target channel information. When the duration of collecting the target channel information is longer than the target duration, the collection of the target channel information can be stopped, and the control terminal is in the state of completing the collection of the target channel information, and stores the target channel information.
步骤210、终端发送携带有表示目标信道信息采集完成的第二标识的通知信息至第三基站。Step 210, the terminal sends notification information carrying a second identifier indicating completion of target channel information collection to the third base station.
在本申请实施例中,终端可以发送携带有第二标识的通知信息至第三基站,使得第三基站可以基于通知信息来获取采集的目标信道信息。In this embodiment of the present application, the terminal may send notification information carrying the second identifier to the third base station, so that the third base station may acquire the collected target channel information based on the notification information.
需要说明的是,第二基站可以根据通知信息以及第二基站的运行状态来确定是否从终端获取采集的目标信道信息,在确定获取采集的目标信道信息时,第二基站可以生成用于获取目标信道信息的获取请求,以获取目标信道信息。It should be noted that the second base station may determine whether to obtain the collected target channel information from the terminal according to the notification information and the operating state of the second base station, and when determining to obtain the collected target channel information, the second base station may generate a Channel information acquisition request to acquire target channel information.
步骤211、终端接收第三基站基于通知信息发送的携带有指示获取目标信道信息的第三标识的第二获取请求,并基于第二获取请求发送目标信道信息至第三基站。Step 211: The terminal receives a second acquisition request carrying a third identifier indicating to acquire target channel information sent by the third base station based on the notification information, and sends the target channel information to the third base station based on the second acquisition request.
在本申请实施例中,在第三基站确定获取目标信道信息的情况下,第三基站可以基于通知信息生成携带有指示获取目标信道信息的第三标识的第二获取请求,并发送第二获取请求至终端,当终端接收第二获取请求后,可以根据第二获取请求中的第三标识发送存储的目标信道信息至第三基 站。In this embodiment of the present application, when the third base station determines to acquire the target channel information, the third base station may generate a second acquisition request carrying a third identifier indicating to acquire the target channel information based on the notification information, and send a second acquisition request request to the terminal, after the terminal receives the second acquisition request, it can send the stored target channel information to the third base station according to the third identification in the second acquisition request stand.
需要说明的是,终端的运算能力较弱,将目标信道信息发送至第三基站,使得第三基站可以根据目标信道信息来训练编码网络模型和解码网络模型,并将训练好的编码网络模型发送至终端,以实现将编码网络模型部署在终端侧,并将解码网络模型部署在基站侧,以使得基站可以根据终端侧的编码网络模型和基站侧的解码网络模型获取完整的信道信息,提高了获取的信道信息的完整性。其中,目标信道信息可以理解为训练编码网络模型和解码网络模型时的样本数据。It should be noted that the computing capability of the terminal is relatively weak, and the target channel information is sent to the third base station, so that the third base station can train the encoding network model and the decoding network model according to the target channel information, and send the trained encoding network model to to the terminal, so as to implement the deployment of the encoding network model on the terminal side and the decoding network model on the base station side, so that the base station can obtain complete channel information according to the encoding network model on the terminal side and the decoding network model on the base station side, improving the Integrity of acquired channel information. Among them, the target channel information can be understood as sample data when training the encoding network model and decoding network model.
步骤212、终端在未接收到第二获取请求的情况下,删除存储的目标信道信息。Step 212, if the terminal does not receive the second acquisition request, delete the stored target channel information.
在本申请实施例中,在第三基站确定不需要获取目标信道信息的情况下,第三基站可以不发送第二获取请求至终端,也就是说,终端在未接收到第二获取请求的情况下,可以删除存储的目标信道信息,以释放终端的内存,减少终端内存的存储压力。In this embodiment of the present application, when the third base station determines that it is not necessary to acquire the target channel information, the third base station may not send the second acquisition request to the terminal, that is, the terminal does not receive the second acquisition request Next, the stored target channel information can be deleted to release the memory of the terminal and reduce the storage pressure of the terminal memory.
需要说明的是,还可以向终端发送表示不获取目标信道信息的通知信息,使得终端接收到该通知信息后删除存储的目标信道信息。It should be noted that notification information indicating that the target channel information is not acquired may also be sent to the terminal, so that the terminal deletes the stored target channel information after receiving the notification information.
基于前述实施例,在本申请的其他实施例中,该信息采集方法还可以包括以下步骤:Based on the foregoing embodiments, in other embodiments of the present application, the information collection method may further include the following steps:
步骤213、终端预测终端的第一业务信息。Step 213, the terminal predicts the first service information of the terminal.
在本申请实施例中,终端可以获取历史业务信息,并根据历史业务信息来预测未来一段时间内终端的第一业务信息。其中,历史业务信息可以是与终端RRC连接的基站在历史时间段发送至终端的业务信息。In this embodiment of the present application, the terminal may obtain historical service information, and predict the first service information of the terminal in a future period of time according to the historical service information. Wherein, the historical service information may be service information sent to the terminal by a base station connected to the RRC of the terminal in a historical time period.
步骤214、终端在第一业务信息满足采集条件的情况下,发送用于建立终端与第二基站之间的无线资源控制RRC连接的连接请求。In step 214, the terminal sends a connection request for establishing a radio resource control RRC connection between the terminal and the second base station when the first service information satisfies the collection condition.
其中,连接请求中携带有用于指示采集目标信道信息的第一标识;采 集条件可以包括预测的第一业务信息的信息量小于目标信息量。Wherein, the connection request carries a first identifier used to indicate the acquisition target channel information; The set condition may include that the predicted information volume of the first service information is smaller than the target information volume.
在本申请实施例中,可以基于预测的第一业务信息,确定第一业务信息的信息量,当确定第一业务信息的信息量小于目标信息量的情况下,可以发送连接请求至第二基站,使得第二基站可以根据连接请求建立终端与第二基站之间的RRC连接,并根据连接请求中携带的第一标识,向终端发送CSI-RS的配置信息,以便终端接收CSI-RS的配置信息后,可以根据CSI-RS的配置信息来接收第二基站发送的CSI-RS。In the embodiment of the present application, the information volume of the first service information may be determined based on the predicted first service information, and when it is determined that the information volume of the first service information is less than the target information volume, a connection request may be sent to the second base station , so that the second base station can establish an RRC connection between the terminal and the second base station according to the connection request, and send CSI-RS configuration information to the terminal according to the first identifier carried in the connection request, so that the terminal receives the configuration of the CSI-RS After receiving the information, the CSI-RS sent by the second base station may be received according to the configuration information of the CSI-RS.
步骤215、终端接收第二基站基于第一标识发送的CSI-RS的配置信息,并基于CSI-RS的配置信息控制终端处于第一模式。Step 215, the terminal receives CSI-RS configuration information sent by the second base station based on the first identifier, and controls the terminal to be in the first mode based on the CSI-RS configuration information.
其中,第一模式为终端处于采集目标信道信息的模式。Wherein, the first mode is a mode in which the terminal is collecting target channel information.
在本申请实施例中,当终端接收到第二基站发送的CSI-RS的配置信息时,可以表明基站需要终端进行采集目标信道信息,此时,终端可以控制自身处于第一模式,当终端处于第一模式时,终端不处理业务信息;如此,避免了终端在采集目标信道信息时,对处理业务信息造成影响,而且,降低了终端的工作负荷,提高了终端的工作效率。In this embodiment of the application, when the terminal receives the CSI-RS configuration information sent by the second base station, it can indicate that the base station needs the terminal to collect target channel information. At this time, the terminal can control itself to be in the first mode. When the terminal is in In the first mode, the terminal does not process service information; in this way, it avoids the impact on the processing of service information when the terminal collects target channel information, and reduces the workload of the terminal and improves the work efficiency of the terminal.
步骤216、终端接收第二业务信息。Step 216, the terminal receives the second service information.
其中,第二业务信息是终端在处于第一模式后的某一时刻接收到的业务信息。Wherein, the second service information is service information received by the terminal at a certain moment after being in the first mode.
在一种可行的实现方式中,第二业务信息可以是与终端连接(RRC连接)的第二基站发送的第二业务信息。In a feasible implementation manner, the second service information may be second service information sent by a second base station connected to the terminal (RRC connection).
步骤217、终端在第二业务信息的信息量不满足采集条件的情况下,控制终端从第一模式切换至第二模式。In step 217, the terminal controls the terminal to switch from the first mode to the second mode when the information amount of the second service information does not meet the collection condition.
其中,第二模式为终端处理第二业务信息的模式。Wherein, the second mode is a mode in which the terminal processes the second service information.
在本申请实施例中,终端可以确定接收的第二业务信息的信息量,当确定接收的第二业务信息的信息量大于或等于目标信息量的情况下,终端 可以控制自身从第一模式切换至第二模式,以在第二模式下进行业务信息的处理。其中,终端处于第二模式时不进行采集目标信道信息。In this embodiment of the present application, the terminal may determine the information volume of the received second service information, and when it is determined that the information volume of the received second service information is greater than or equal to the target information volume, the terminal It can control itself to switch from the first mode to the second mode, so as to process business information in the second mode. Wherein, when the terminal is in the second mode, the target channel information is not collected.
下述结合应用场景,对本申请实施例提供的信息采集方法进行详细的解释说明。The information collection method provided by the embodiment of the present application will be explained in detail below in conjunction with the application scenarios.
在本申请实施例中,终端侧可以获取参考信号,并根据参考信号和目标配置信息,来确定参考信号由第二基站传输至终端的过程中信道的相关信息,得到目标信道信息,并将目标信道信息发送至第二基站,使得第二基站可以接收目标信道信息,并将目标信道信息作为样本数据来训练编码网络模型和解码网络模型,并将训练好的编码网络模型部署在终端侧。In the embodiment of the present application, the terminal side can obtain the reference signal, and according to the reference signal and target configuration information, determine the channel related information during the process of the reference signal being transmitted from the second base station to the terminal, obtain the target channel information, and set the target The channel information is sent to the second base station, so that the second base station can receive the target channel information, use the target channel information as sample data to train the encoding network model and the decoding network model, and deploy the trained encoding network model on the terminal side.
需要说明的是,训练编码网络模型和解码网络模型可以是在基站侧进行,也可以是在终端侧进行;优选地,在基站侧进行训练编码网络模型和解码网络模型。It should be noted that the training of the encoding network model and the decoding network model may be performed on the base station side, or may be performed on the terminal side; preferably, the training of the encoding network model and the decoding network model is performed on the base station side.
参照图3所示,可以将训练好的编码网络模型部署在终端侧,将解码网络模型部署在基站(如第二基站)侧,终端可以实时去采集信道信息,并将信道信息通过终端侧的编码网络模型进行编码后通过信道发送至基站,基站可以采用解码网络模型对终端发送的编码后的信道信息进行解码,以得到完整的信道信息。下述结合图4对应用编码网络模型和解码网络模型进行详细的解释说明。其中,终端采集的信道信息可以是高维信道矩阵。Referring to Figure 3, the trained encoding network model can be deployed on the terminal side, and the decoding network model can be deployed on the base station (such as the second base station) side, and the terminal can collect channel information in real time, and pass the channel information through the terminal side. The encoding network model is encoded and sent to the base station through a channel, and the base station can use the decoding network model to decode the encoded channel information sent by the terminal to obtain complete channel information. The application of the encoding network model and the decoding network model will be explained in detail below in conjunction with FIG. 4 . Wherein, the channel information collected by the terminal may be a high-dimensional channel matrix.
参照图4所示,终端可以和基站(如第三基站)协商将信道编码网络模型部署在终端侧,将信道解码网络模型部署在基站侧,基站可以周期性的发送CSI-RS至终端,终端接收CSI-RS后,可以对CSI-RS进行估计得到信道信息,也可以称之为信道估计信息,并通过编码网络模型对信道信息进行压缩量化,得到压缩量化过后的信道信息,并发送压缩量化过后的信道信息至基站,使得基站可以采用解码网络模型对接收的压缩量化过后的信道信息进行解码,以得到完整的信道信息。其中,终端侧的编码网络模型还 可以是预先配置或通过网络下载的方式获取的。Referring to Figure 4, the terminal can negotiate with the base station (such as the third base station) to deploy the channel coding network model on the terminal side, deploy the channel decoding network model on the base station side, and the base station can periodically send CSI-RS to the terminal, and the terminal After receiving the CSI-RS, the CSI-RS can be estimated to obtain channel information, which can also be called channel estimation information, and the channel information can be compressed and quantized through the encoding network model to obtain the compressed and quantized channel information, and send the compressed and quantized The post-channel information is sent to the base station, so that the base station can use the decoding network model to decode the received compressed and quantized channel information to obtain complete channel information. Among them, the encoding network model on the terminal side is also It can be pre-configured or obtained through network download.
此外,本申请实施例中还可以采用最小路测技术(Minimization of Dirve Tests,MDT)来采集目标信道信息,MDT技术具有开销小、优化周期短等优点。其中,MDT可以包括立即式MDT(Immediate MDT)和记录式MDT(Logged MDT);其中,立即式MDT可以是在终端与基站处于连接状态时对参考信号进行测量,以采集目标信道信息,当终端与基站处于连接状态时才将目标信道信息上报至基站;记录式MDT可以是在终端与基站处于非连接状态时对参考信号进行测量,以采集目标信道信息,一直持续到基站给终端配置的采集时间结束为止。其中,非连接状态包括空闲态(idle)和去激活态(inactive)。In addition, in the embodiment of the present application, the minimum drive test technology (Minimization of Dirve Tests, MDT) can also be used to collect target channel information. The MDT technology has the advantages of low overhead and short optimization period. Among them, MDT can include immediate MDT (Immediate MDT) and recorded MDT (Logged MDT); wherein, immediate MDT can measure the reference signal when the terminal is connected to the base station to collect target channel information, when the terminal The target channel information is reported to the base station only when it is connected to the base station; the recording MDT can measure the reference signal when the terminal is not connected to the base station to collect target channel information, and continue until the base station configures the collection for the terminal until the end of time. Wherein, the unconnected state includes an idle state (idle) and an inactive state (inactive).
下述结合应用场景和图5,以第一基站、第二基站和第三基站为不同的基站,对本申请实施例中采集目标信道信息的过程进行详细的解释说明。The process of collecting target channel information in the embodiment of the present application will be explained in detail below in combination with application scenarios and FIG. 5 , using the first base station, the second base station, and the third base station as different base stations.
在一种可行的实现方式中,参照图5所示,在终端与第一基站处于连接状态的情况下,第一基站可以进行空口信道数据采集配置,得到目标配置信息,并将目标配置信息发送至终端,终端可以存储目标配置信息,以便终端可以在连接态、空闲态和去激活态中至少一种状态下基于目标配置信息采集目标信道信息;其中,目标配置信息可以包括待采集的信道信息的目标类型、采集的目标时长、采集的目标信息量和采集的信道信息进行上报至基站的条件。随着终端的移动,当终端与第一基站断开时,此处终端未与任何基站进行连接,终端与基站处于非连接状态时,终端可以接收第二基站发送的参考信号,并对参考信号进行测量,以采集目标信道信息,并存储采集的目标信道信息;也就是说,终端与第二基站处于非连接状态下基于第二基站发送的参考信号来采集目标信道信息。目标配置信息可以通过扩展RRC重配置信息发送至终端,目标配置信息中可以包括周期性上报目标信道信息的配置,目标信息量和测量的对象。其中,周期性上报目 标信道信息的配置可以理解为配置采集的目标信道信息的目标时长。需要说明的是,可以通过增加一个新的事件来支持空口数据的采集和上报,事件中可以包括待采集的信道信息的目标类型、目标信息量、目标时长和采集目标信道信息的频率、采集目标信道信息时终端与基站的状态。其中,采集目标信道信息的频率不小于SSB信号或CSI-RS的周期。在采集的目标信道信息的信息量达到目标信息量或采集目标信道信息的时长达到目标时长时,则停止采集,在与基站再次建立连接时再进行上报采集状态。采集目标信道信息时终端与基站的状态包括:连接态、去激活态和空闲态中的至少一种状态。In a feasible implementation manner, as shown in FIG. 5, when the terminal is connected to the first base station, the first base station can perform air interface channel data collection and configuration, obtain target configuration information, and send the target configuration information to To the terminal, the terminal can store target configuration information, so that the terminal can collect target channel information based on the target configuration information in at least one of the connected state, idle state, and deactivated state; wherein, the target configuration information can include channel information to be collected The target type, the duration of the collected target, the amount of collected target information, and the conditions for reporting the collected channel information to the base station. With the movement of the terminal, when the terminal is disconnected from the first base station, where the terminal is not connected to any base station, and the terminal is not connected to the base station, the terminal can receive the reference signal sent by the second base station, and compare the reference signal Perform measurement to collect target channel information, and store the collected target channel information; that is, collect target channel information based on a reference signal sent by the second base station when the terminal and the second base station are in a disconnected state. The target configuration information can be sent to the terminal through the extended RRC reconfiguration information, and the target configuration information can include the configuration of periodically reporting target channel information, target information volume and measurement objects. Among them, periodic reporting items The configuration of the target channel information can be understood as configuring the target duration of the collected target channel information. It should be noted that a new event can be added to support the collection and reporting of air interface data. The event can include the target type of channel information to be collected, the amount of target information, the duration of the target, the frequency of collecting target channel information, and the collection target. The channel information is the state of the terminal and the base station. Wherein, the frequency of collecting target channel information is not less than the period of the SSB signal or CSI-RS. When the information volume of the collected target channel information reaches the target information volume or the duration of collecting the target channel information reaches the target duration, the collection is stopped, and the collection status is reported when the connection with the base station is established again. The states of the terminal and the base station when collecting target channel information include: at least one of a connected state, a deactivated state and an idle state.
在另一种可行的实现方式中,在终端移动至第二基站时,终端可以预测第一业务信息,以选择合适的时机在不影响终端处理业务信息的情况下,向第二基站发起连接,并通知第二基站需要在连接状态进行目标信道信息的采集,在终端与第二基站建立连接的情况下,基站可以发送CSI-RS的配置信息至终端,以使得终端控制自身进入第一模式,以在第一模式下进行采集目标信道信息,并存储目标信道信息;也就是说,终端可以在与第二基站处于连接状态下采集目标信道信息。In another feasible implementation manner, when the terminal moves to the second base station, the terminal may predict the first service information, so as to select an appropriate opportunity to initiate a connection to the second base station without affecting the processing of the service information by the terminal, And notify the second base station that the target channel information needs to be collected in the connection state. When the terminal establishes a connection with the second base station, the base station can send CSI-RS configuration information to the terminal, so that the terminal controls itself to enter the first mode, The target channel information can be collected in the first mode, and the target channel information can be stored; that is, the terminal can collect the target channel information while being connected to the second base station.
当终端移动至第三基站时,在终端采集的目标信道信息的采集时间大于目标时长,和/或采集的目标信道信息的信息量大于目标信息量的情况下,确定向第三基站上报采集的目标信道信息,此时,终端可以向第三基站发送通知信息,使得第三基站可以根据通知信息确定是否从终端获取采集的目标信道信息,当第三基站确定从终端获取采集的目标信道信息时,可以向终端发起用于获取目标信道信息的获取请求,以使得终端接收获取请求后,发送目标信道信息至第三基站;若第三基站向终端发送不需要获取目标信道信息的通知信息,或不发送获取请求至终端时,终端可以删除(即丢弃)存储的目标信道信息。其中,终端采集的目标信道信息可以是基于 第二基站发送的参考信号确定的目标信道信息。When the terminal moves to the third base station, if the collection time of the target channel information collected by the terminal is greater than the target duration, and/or the information volume of the collected target channel information is greater than the target information volume, determine to report the collected information to the third base station Target channel information, at this time, the terminal can send notification information to the third base station, so that the third base station can determine whether to obtain the collected target channel information from the terminal according to the notification information, when the third base station determines to obtain the collected target channel information from the terminal , an acquisition request for acquiring target channel information may be initiated to the terminal, so that the terminal sends the target channel information to the third base station after receiving the acquisition request; if the third base station sends notification information that does not need to acquire target channel information to the terminal, or When the acquisition request is not sent to the terminal, the terminal may delete (that is, discard) the stored target channel information. Among them, the target channel information collected by the terminal can be based on The target channel information determined by the reference signal sent by the second base station.
需要说明的是,可以根据参考信号先获取原始的信道信息,之后通过机器学习从原始的信道信息中提取目标信道信息。It should be noted that the original channel information can be obtained first according to the reference signal, and then the target channel information can be extracted from the original channel information through machine learning.
需要说明的是,本实施例中与其它实施例中相同步骤和相同内容的说明,可以参照其它实施例中的描述,此处不再赘述。It should be noted that, for descriptions of the same steps and content in this embodiment as in other embodiments, reference may be made to the descriptions in other embodiments, and details are not repeated here.
本申请实施例所提供的信息采集方法,不需要相关技术中通过仿真数据来训练编码网络模型和解码网络模型,终端可以基于目标配置信息和参考信号来确定参考信号传输过程中真实的目标信道信息,并发送目标信道信息至第三基站,提高了确定的目标信道信息的准确率,进一步提高了通过目标信道信息训练的编码网络模型和解码网络模型的准确率。The information collection method provided by the embodiment of the present application does not need to use simulation data to train the encoding network model and decoding network model in the related art, and the terminal can determine the real target channel information during the reference signal transmission process based on the target configuration information and the reference signal , and send the target channel information to the third base station, which improves the accuracy of the determined target channel information, and further improves the accuracy of the encoding network model and decoding network model trained by the target channel information.
基于前述实施例,本申请实施例提供一种终端,该终端可以应用于图1和图2对应的实施例提供的信息采集方法参照图6所示,该终端3包括:处理器31、存储器32和通信总线33;Based on the foregoing embodiments, this embodiment of the present application provides a terminal, which can be applied to the information collection method provided by the embodiments corresponding to FIG. 1 and FIG. 2. Referring to FIG. 6, the terminal 3 includes: a processor 31, a memory 32 and communication bus 33;
通信总线33配置于实现处理器31和存储器32之间的通信连接;The communication bus 33 is configured to realize the communication connection between the processor 31 and the memory 32;
处理器31配置于执行存储器32中存储的信息采集程序,以实现以下步骤:The processor 31 is configured to execute the information collection program stored in the memory 32, so as to realize the following steps:
接收第一基站发送的目标配置信息;其中,目标配置信息至少包括待采集的信道信息的目标类型;receiving target configuration information sent by the first base station; wherein the target configuration information at least includes target types of channel information to be collected;
接收第二基站发送的参考信号;receiving a reference signal sent by the second base station;
基于目标配置信息和参考信号,采集与目标类型对应的目标信道信息;Based on the target configuration information and the reference signal, collect target channel information corresponding to the target type;
发送目标信道信息至第三基站。Send the target channel information to the third base station.
在本申请的其他实施例中,处理器31,配置于执行存储器32中存储的信息采集程序中的接收第二基站发送的参考信号,以实现以下步骤:In other embodiments of the present application, the processor 31 is configured to execute the receiving of the reference signal sent by the second base station in the information collection program stored in the memory 32, so as to implement the following steps:
接收第二基站发送的广播信号,并从广播信号中确定配置请求资源;receiving a broadcast signal sent by the second base station, and determining a configuration request resource from the broadcast signal;
基于配置请求资源生成第一获取请求,并发送第一获取请求至第二基 站;其中,第一获取请求用于获取信道状态信息参考信号CSI-RS的配置信息;Generate a first acquisition request based on the configuration request resource, and send the first acquisition request to the second base station; wherein, the first acquisition request is used to acquire configuration information of a channel state information reference signal CSI-RS;
接收第二基站发送的CSI-RS的配置信息;receiving CSI-RS configuration information sent by the second base station;
基于CSI-RS的配置信息,接收第二基站发送的CSI-RS。Based on the configuration information of the CSI-RS, the CSI-RS sent by the second base station is received.
在本申请的其他实施例中,处理器31,配置于执行存储器32中存储的信息采集程序中的基于目标配置信息和参考信号,采集与目标类型对应的目标信道信息,以实现以下步骤:In other embodiments of the present application, the processor 31 is configured to execute the target configuration information and reference signals in the information collection program stored in the memory 32 to collect target channel information corresponding to the target type, so as to implement the following steps:
在终端与第二基站处于非连接状态或连接状态的情况下,基于目标配置信息对CSI-RS进行测量,确定与目标类型对应的目标信道信息。When the terminal and the second base station are in a non-connected state or a connected state, the CSI-RS is measured based on the target configuration information, and target channel information corresponding to the target type is determined.
在本申请的其他实施例中,处理器31,配置于执行存储器32中存储的信息采集程序中的基于目标配置信息和参考信号,采集与目标类型对应的目标信道信息,以实现以下步骤:In other embodiments of the present application, the processor 31 is configured to execute the target configuration information and reference signals in the information collection program stored in the memory 32 to collect target channel information corresponding to the target type, so as to implement the following steps:
在终端与第二基站处于非连接状态的情况下,基于目标配置信息,对同步广播块SSB信号进行测量,确定与目标类型对应的目标信道信息;其中,参考信号包括SSB信号。When the terminal is not connected to the second base station, based on the target configuration information, the SSB signal is measured to determine the target channel information corresponding to the target type; wherein the reference signal includes the SSB signal.
在本申请的其他实施例中,处理器31,配置于执行存储器32中存储的信息采集程序,以实现以下步骤:In other embodiments of the present application, the processor 31 is configured to execute the information collection program stored in the memory 32, so as to realize the following steps:
预测终端的第一业务信息;predicting the first service information of the terminal;
在第一业务信息满足采集条件的情况下,发送用于建立终端与第二基站之间的无线资源控制RRC连接的连接请求;其中,连接请求中携带有用于指示采集目标信道信息的第一标识;In the case that the first service information satisfies the collection condition, sending a connection request for establishing a radio resource control RRC connection between the terminal and the second base station; wherein the connection request carries a first identifier for indicating the collection target channel information ;
接收第二基站基于第一标识发送的CSI-RS的配置信息,并基于CSI-RS的配置信息控制终端处于第一模式;其中,第一模式为终端处于采集目标信道信息的模式;receiving CSI-RS configuration information sent by the second base station based on the first identifier, and controlling the terminal to be in a first mode based on the CSI-RS configuration information; wherein, the first mode is a mode in which the terminal is in the mode of collecting target channel information;
在本申请的其他实施例中,处理器31,配置于执行存储器32中存储的 信息采集程序,以实现以下步骤:In other embodiments of the present application, the processor 31 is configured to execute the stored in the memory 32 Information collection procedures to achieve the following steps:
接收第二业务信息;receiving second business information;
在第二业务信息的信息量不满足采集条件的情况下,控制终端从第一模式切换至第二模式;其中,第二模式为终端处理第二业务信息的模式。When the information amount of the second service information does not meet the collection condition, the control terminal switches from the first mode to the second mode; wherein, the second mode is a mode for the terminal to process the second service information.
在本申请的其他实施例中,处理器31,用于执行存储器32中存储的信息采集程序,以实现以下步骤:In other embodiments of the present application, the processor 31 is configured to execute the information collection program stored in the memory 32 to implement the following steps:
在终端采集的目标信道信息的信息量大于目标信息量,或在终端采集的目标信道信息的时长大于目标时长的情况下,停止采集目标信道信息并存储目标信道信息;其中,目标配置信息还包括采集目标信道信息的目标时长和采集目标信道信息的目标信息量,When the information amount of the target channel information collected by the terminal is greater than the target information amount, or when the time length of the target channel information collected by the terminal is longer than the target time length, stop collecting the target channel information and store the target channel information; wherein, the target configuration information also includes The target duration for collecting target channel information and the target information volume for collecting target channel information,
发送携带有表示目标信道信息采集完成的第二标识的通知信息至第三基站。Sending the notification information carrying the second identifier indicating that the target channel information collection is completed to the third base station.
在本申请的其他实施例中,处理器31,配置于执行存储器32中存储的信息采集程序中的发送目标信道信息至第三基站,以实现以下步骤:In other embodiments of the present application, the processor 31 is configured to execute the sending target channel information to the third base station in the information collection program stored in the memory 32, so as to implement the following steps:
接收第三基站基于通知信息发送的携带有指示获取目标信道信息的第三标识的第二获取请求,并基于第二获取请求发送目标信道信息至第三基站;receiving a second acquisition request that carries a third identifier indicating to acquire target channel information sent by the third base station based on the notification information, and sending the target channel information to the third base station based on the second acquisition request;
相应的,处理器31,配置于执行存储器32中存储的信息采集程序,以实现以下步骤:Correspondingly, the processor 31 is configured to execute the information collection program stored in the memory 32, so as to realize the following steps:
在未接收到第二获取请求的情况下,删除存储的目标信道信息。If the second acquisition request is not received, the stored target channel information is deleted.
在本申请的其他实施例中,目标信道信息至少包括时频域信道信道信息、角度域信道信息、时延扩展的信道信息、时延多普勒的信道信息和信道特征信息中的至少一个信息。In other embodiments of the present application, the target channel information includes at least one of channel information in the time-frequency domain, channel information in the angle domain, channel information of delay spread, channel information of delay Doppler, and channel characteristic information .
需要说明的是,本实施例中处理器所执行的步骤的具体实现过程,可以参照图1和图2对应的实施例提供的信息采集方法中的实现过程,此处 不再赘述。It should be noted that, for the specific implementation process of the steps executed by the processor in this embodiment, reference may be made to the implementation process in the information collection method provided in the embodiment corresponding to FIG. 1 and FIG. 2 , here No longer.
本申请实施例所提供的终端,不需要相关技术中通过仿真数据来训练编码网络模型和解码网络模型,终端可以基于目标配置信息和参考信号来确定参考信号传输过程中真实的目标信道信息,并发送目标信道信息至第三基站,提高了确定的目标信道信息的准确率,进一步提高了通过目标信道信息训练的编码网络模型和解码网络模型的准确率。The terminal provided by the embodiment of the present application does not need to train the encoding network model and the decoding network model through simulation data in the related art, and the terminal can determine the real target channel information during the reference signal transmission process based on the target configuration information and the reference signal, and Sending the target channel information to the third base station improves the accuracy of the determined target channel information, and further improves the accuracy of the encoding network model and decoding network model trained by the target channel information.
基于前述实施例,本申请实施例提供一种计算机可读存储介质,该计算机可读存储介质存储有一个或者多个程序,该一个或者多个程序可被一个或者多个处理器执行,以实现图1和图2对应的实施例提供的信息采集方法中的步骤。Based on the foregoing embodiments, this embodiment of the present application provides a computer-readable storage medium, where one or more programs are stored in the computer-readable storage medium, and the one or more programs can be executed by one or more processors to realize Figure 1 and Figure 2 correspond to the steps in the information collection method provided by the embodiment.
需要说明的是,上述计算机可读存储介质可以是只读存储器(Read Only Memory,ROM)、可编程只读存储器(Programmable Read-Only Memory,PROM)、可擦除可编程只读存储器(Erasable Programmable Read-Only Memory,EPROM)、电可擦除可编程只读存储器(Electrically Erasable Programmable Read-Only Memory,EEPROM)、磁性随机存取存储器(Ferromagnetic Random Access Memory,FRAM)、快闪存储器(Flash Memory)、磁表面存储器、光盘、或只读光盘(Compact Disc Read-Only Memory,CD-ROM)等存储器;也可以是包括上述存储器之一或任意组合的各种电子设备,如移动电话、计算机、平板设备、个人数字助理等。It should be noted that the above-mentioned computer-readable storage medium may be a read-only memory (Read Only Memory, ROM), a programmable read-only memory (Programmable Read-Only Memory, PROM), an erasable programmable read-only memory (Erasable Programmable Read-Only Memory, EPROM), Electrically Erasable Programmable Read-Only Memory (Electrically Erasable Programmable Read-Only Memory, EEPROM), Magnetic Random Access Memory (Ferromagnetic Random Access Memory, FRAM), Flash Memory (Flash Memory) , magnetic surface memory, optical disc, or Compact Disc Read-Only Memory (CD-ROM) and other memories; it can also be various electronic devices including one or any combination of the above memories, such as mobile phones, computers, tablets, etc. devices, personal digital assistants, and more.
需要说明的是,在本文中,术语“包括”、“包含”或者其任何其他变体意在涵盖非排他性的包含,从而使得包括一系列要素的过程、方法、物品或者装置不仅包括那些要素,而且还包括没有明确列出的其他要素,或者是还包括为这种过程、方法、物品或者装置所固有的要素。在没有更多限制的情况下,由语句“包括一个……”限定的要素,并不排除在包括该要素的过程、方法、物品或者装置中还存在另外的相同要素。 It should be noted that, in this document, the term "comprising", "comprising" or any other variation thereof is intended to cover a non-exclusive inclusion such that a process, method, article or apparatus comprising a set of elements includes not only those elements, It also includes other elements not expressly listed, or elements inherent in the process, method, article, or device. Without further limitations, an element defined by the phrase "comprising a ..." does not preclude the presence of additional identical elements in the process, method, article, or apparatus comprising that element.
上述本申请实施例序号仅仅为了描述,不代表实施例的优劣。The serial numbers of the above embodiments of the present application are for description only, and do not represent the advantages and disadvantages of the embodiments.
通过以上的实施方式的描述,本领域的技术人员可以清楚地了解到上述实施例方法可借助软件加必需的通用硬件平台的方式来实现,当然也可以通过硬件,但很多情况下前者是更佳的实施方式。基于这样的理解,本申请的技术方案本质上或者说对现有技术做出贡献的部分可以以软件产品的形式体现出来,该计算机软件产品存储在一个存储介质(如ROM/RAM、磁碟、光盘)中,包括若干指令用以使得一台终端设备(可以是手机,计算机,服务器,空调器,或者网络设备等)执行本申请各个实施例所描述的方法。Through the description of the above embodiments, those skilled in the art can clearly understand that the methods of the above embodiments can be implemented by means of software plus a necessary general-purpose hardware platform, and of course also by hardware, but in many cases the former is better implementation. Based on such an understanding, the technical solution of the present application can be embodied in the form of a software product in essence or the part that contributes to the prior art, and the computer software product is stored in a storage medium (such as ROM/RAM, disk, CD) contains several instructions to make a terminal device (which may be a mobile phone, a computer, a server, an air conditioner, or a network device, etc.) execute the methods described in various embodiments of the present application.
本申请是参照根据本申请实施例的方法、设备(系统)、和计算机程序产品的流程图和/或方框图来描述的。应理解可由计算机程序指令实现流程图和/或方框图中的每一流程和/或方框、以及流程图和/或方框图中的流程和/或方框的结合。可提供这些计算机程序指令到通用计算机、专用计算机、嵌入式处理机或其他可编程数据处理设备的处理器以产生一个机器,使得通过计算机或其他可编程数据处理设备的处理器执行的指令产生用于实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能的装置。The present application is described with reference to flowcharts and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the present application. It should be understood that each procedure and/or block in the flowchart and/or block diagram, and a combination of procedures and/or blocks in the flowchart and/or block diagram can be realized by computer program instructions. These computer program instructions may be provided to a general purpose computer, special purpose computer, embedded processor, or processor of other programmable data processing equipment to produce a machine such that the instructions executed by the processor of the computer or other programmable data processing equipment produce a An apparatus for realizing the functions specified in one or more procedures of the flowchart and/or one or more blocks of the block diagram.
这些计算机程序指令也可存储在能引导计算机或其他可编程数据处理设备以特定方式工作的计算机可读存储器中,使得存储在该计算机可读存储器中的指令产生包括指令装置的制造品,该指令装置实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能。These computer program instructions may also be stored in a computer-readable memory capable of directing a computer or other programmable data processing apparatus to operate in a specific manner, such that the instructions stored in the computer-readable memory produce an article of manufacture comprising instruction means, the instructions The device realizes the function specified in one or more procedures of the flowchart and/or one or more blocks of the block diagram.
这些计算机程序指令也可装载到计算机或其他可编程数据处理设备上,使得在计算机或其他可编程设备上执行一系列操作步骤以产生计算机实现的处理,从而在计算机或其他可编程设备上执行的指令提供用于实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功 能的步骤。These computer program instructions can also be loaded onto a computer or other programmable data processing device, causing a series of operational steps to be performed on the computer or other programmable device to produce a computer-implemented process, thereby Instructions are provided to implement the functions specified in the flow chart flow or flow and/or block diagram block or block able steps.
以上仅为本申请的优选实施例,并非因此限制本申请的专利范围,凡是利用本申请说明书及附图内容所作的等效结构或等效流程变换,或直接或间接运用在其他相关的技术领域,均同理包括在本申请的专利保护范围内。The above are only preferred embodiments of the present application, and are not intended to limit the patent scope of the present application. All equivalent structures or equivalent process transformations made by using the description of the application and the accompanying drawings are directly or indirectly used in other related technical fields. , are all included in the patent protection scope of the present application in the same way.
工业实用性Industrial Applicability
本申请实施例所提供的信息采集方法、终端及计算机可读存储介质,接收第一基站发送的目标配置信息;其中,目标配置信息至少包括待采集的信道信息的目标类型;接收第二基站发送的参考信号;基于目标配置信息和参考信号,采集与目标类型对应的目标信道信息;发送目标信道信息至第三基站;如此,不需要相关技术中通过仿真数据来训练编码网络模型和解码网络模型,终端可以基于目标配置信息和参考信号来确定参考信号传输过程中真实的目标信道信息,并发送目标信道信息至第三基站,提高了确定的目标信道信息的准确率,进一步提高了通过目标信道信息训练的编码网络模型和解码网络模型的准确率。 The information collection method, terminal, and computer-readable storage medium provided in the embodiments of the present application receive the target configuration information sent by the first base station; wherein, the target configuration information includes at least the target type of the channel information to be collected; receive the target configuration information sent by the second base station based on the target configuration information and the reference signal, collect target channel information corresponding to the target type; send the target channel information to the third base station; thus, it is not necessary to train the encoding network model and the decoding network model through simulation data in the related art , the terminal can determine the real target channel information during the reference signal transmission process based on the target configuration information and the reference signal, and send the target channel information to the third base station, which improves the accuracy of the determined target channel information and further improves the accuracy of the target channel information through the target channel. The accuracy of the encoding network model and decoding network model trained by information.

Claims (10)

  1. 一种信息采集方法,应用于终端,所述方法包括:An information collection method applied to a terminal, the method comprising:
    接收第一基站发送的目标配置信息;其中,所述目标配置信息至少包括待采集的信道信息的目标类型;receiving target configuration information sent by the first base station; wherein the target configuration information includes at least the target type of the channel information to be collected;
    接收第二基站发送的参考信号;receiving a reference signal sent by the second base station;
    基于所述目标配置信息和所述参考信号,采集与所述目标类型对应的目标信道信息;Collecting target channel information corresponding to the target type based on the target configuration information and the reference signal;
    发送所述目标信道信息至第三基站。Send the target channel information to a third base station.
  2. 根据权利要求1所述的方法,其中,所述接收第二基站发送的参考信号,包括:The method according to claim 1, wherein the receiving the reference signal sent by the second base station comprises:
    接收所述第二基站发送的广播信号,并从所述广播信号中确定配置请求资源;receiving a broadcast signal sent by the second base station, and determining configuration request resources from the broadcast signal;
    基于所述配置请求资源生成第一获取请求,并发送所述第一获取请求至所述第二基站;其中,所述第一获取请求用于获取信道状态信息参考信号CSI-RS的配置信息;Generate a first acquisition request based on the configuration request resource, and send the first acquisition request to the second base station; wherein the first acquisition request is used to acquire configuration information of a channel state information reference signal CSI-RS;
    接收所述第二基站发送的所述CSI-RS的配置信息;receiving configuration information of the CSI-RS sent by the second base station;
    基于所述CSI-RS的配置信息,接收所述第二基站发送的CSI-RS。Based on the configuration information of the CSI-RS, receive the CSI-RS sent by the second base station.
  3. 根据权利要求2所述的方法,其中,所述基于所述目标配置信息和所述参考信号,采集与所述目标类型对应的目标信道信息,包括:The method according to claim 2, wherein the collecting target channel information corresponding to the target type based on the target configuration information and the reference signal comprises:
    在所述终端与所述第二基站处于非连接状态或连接状态的情况下,基于所述目标配置信息对所述CSI-RS进行测量,确定与所述目标类型对应的所述目标信道信息。When the terminal and the second base station are in a non-connected state or a connected state, measure the CSI-RS based on the target configuration information, and determine the target channel information corresponding to the target type.
  4. 根据权利要求1所述的方法,其中,所述基于所述目标配置信息和所述参考信号,采集与所述目标类型对应的目标信道信息,包括: The method according to claim 1, wherein the collecting target channel information corresponding to the target type based on the target configuration information and the reference signal comprises:
    在所述终端与所述第二基站处于非连接状态的情况下,基于所述目标配置信息,对同步广播块SSB信号进行测量,确定与所述目标类型对应的所述目标信道信息;其中,所述参考信号包括所述SSB信号。When the terminal and the second base station are in a non-connected state, based on the target configuration information, measure the SSB signal of a synchronic broadcast block, and determine the target channel information corresponding to the target type; wherein, The reference signal includes the SSB signal.
  5. 根据权利要求2所述的方法,其中,所述接收第一基站发送的目标配置信息之后,所述方法还包括:The method according to claim 2, wherein, after receiving the target configuration information sent by the first base station, the method further comprises:
    预测所述终端的第一业务信息;predicting the first service information of the terminal;
    在所述第一业务信息满足采集条件的情况下,发送用于建立所述终端与所述第二基站之间的无线资源控制RRC连接的连接请求;其中,所述连接请求中携带有用于指示采集目标信道信息的第一标识;When the first service information satisfies the collection condition, send a connection request for establishing a radio resource control RRC connection between the terminal and the second base station; wherein, the connection request carries information for indicating collecting the first identification of the target channel information;
    接收所述第二基站基于所述第一标识发送的所述CSI-RS的配置信息,并控制所述终端处于第一模式;其中,所述第一模式为所述终端处于采集所述目标信道信息的模式;receiving the configuration information of the CSI-RS sent by the second base station based on the first identifier, and controlling the terminal to be in a first mode; where the first mode is that the terminal is collecting the target channel mode of information;
    相应的,所述方法还包括:Correspondingly, the method also includes:
    接收第二业务信息;receiving second service information;
    在所述第二业务信息的信息量不满足所述采集条件的情况下,控制所述终端从所述第一模式切换至第二模式;其中,所述第二模式为所述终端处理所述第二业务信息的模式。When the information amount of the second service information does not meet the collection condition, control the terminal to switch from the first mode to the second mode; wherein the second mode is for the terminal to process the A mode of the second service information.
  6. 根据权利要求1所述的方法,其中,所述发送所述目标信道信息至所述第三基站之前,所述方法还包括:The method according to claim 1, wherein, before sending the target channel information to the third base station, the method further comprises:
    在所述终端采集的所述目标信道信息的信息量大于目标信息量,或在所述终端采集的所述目标信道信息的时长大于目标时长的情况下,停止采集所述目标信道信息并存储所述目标信道信息;其中,所述目标配置信息还包括采集目标信道信息的目标时长和采集目标信道信息的目标信息量;When the information amount of the target channel information collected by the terminal is greater than the target information amount, or when the duration of the target channel information collected by the terminal is greater than the target duration, stop collecting the target channel information and store the The target channel information; wherein, the target configuration information also includes a target duration for collecting target channel information and a target information amount for collecting target channel information;
    发送携带有表示所述目标信道信息采集完成的第二标识的通知信息至所述第三基站。 Sending notification information carrying a second identifier indicating that the acquisition of the target channel information is completed to the third base station.
  7. 根据权利要求6所述的方法,其中,所述发送所述目标信道信息至所述第三基站,包括:The method according to claim 6, wherein said sending said target channel information to said third base station comprises:
    接收所述第三基站基于所述通知信息发送的携带有指示获取所述目标信道信息的第三标识的第二获取请求,并基于所述第二获取请求发送所述目标信道信息至所述第三基站;receiving a second acquisition request that carries a third identifier indicating to acquire the target channel information sent by the third base station based on the notification information, and sending the target channel information to the second acquisition request based on the second acquisition request Three base stations;
    相应的,所述方法还包括:Correspondingly, the method also includes:
    在未接收到所述第二获取请求的情况下,删除存储的所述目标信道信息。If the second acquisition request is not received, delete the stored target channel information.
  8. 根据权利要求1所述的方法,其中,所述目标信道信息至少包括时频域信道信息、角度域信道信息、时延扩展的信道信息、时延多普勒的信道信息和信道特征信息中的至少一个信息。The method according to claim 1, wherein the target channel information includes at least time-frequency domain channel information, angle domain channel information, delay spread channel information, delay Doppler channel information and channel characteristic information at least one message.
  9. 一种终端,所述终端包括:处理器、存储器和通信总线;A terminal, the terminal comprising: a processor, a memory, and a communication bus;
    所述通信总线配置于实现所述处理器和所述存储器之间的通信连接;the communication bus is configured to implement a communication connection between the processor and the memory;
    所述处理器配置于执行所述存储器中存储的信息采集程序,以实现如权利要求1~8任一项所述的信息采集方法的步骤。The processor is configured to execute the information collection program stored in the memory, so as to realize the steps of the information collection method according to any one of claims 1-8.
  10. 一种计算机可读存储介质,所述计算机可读存储介质存储有一个或者多个程序,所述一个或者多个程序可被一个或者多个处理器执行,以实现如权利要求1~8中任一项所述的信息采集方法的步骤。 A computer-readable storage medium, the computer-readable storage medium stores one or more programs, and the one or more programs can be executed by one or more processors, so as to implement any one of claims 1-8. A step of the information collection method described above.
PCT/CN2023/072874 2022-01-27 2023-01-18 Information acquisition method, terminal, and computer readable storage medium WO2023143301A1 (en)

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