WO2021244376A1 - 通信方法及装置 - Google Patents
通信方法及装置 Download PDFInfo
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- WO2021244376A1 WO2021244376A1 PCT/CN2021/096181 CN2021096181W WO2021244376A1 WO 2021244376 A1 WO2021244376 A1 WO 2021244376A1 CN 2021096181 W CN2021096181 W CN 2021096181W WO 2021244376 A1 WO2021244376 A1 WO 2021244376A1
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B7/00—Radio transmission systems, i.e. using radiation field
- H04B7/02—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas
- H04B7/04—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas
- H04B7/0413—MIMO systems
- H04B7/0456—Selection of precoding matrices or codebooks, e.g. using matrices antenna weighting
- H04B7/0478—Special codebook structures directed to feedback optimisation
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B7/00—Radio transmission systems, i.e. using radiation field
- H04B7/02—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas
- H04B7/04—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas
- H04B7/0413—MIMO systems
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B7/00—Radio transmission systems, i.e. using radiation field
- H04B7/02—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas
- H04B7/04—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas
- H04B7/0413—MIMO systems
- H04B7/0456—Selection of precoding matrices or codebooks, e.g. using matrices antenna weighting
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B7/00—Radio transmission systems, i.e. using radiation field
- H04B7/02—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas
- H04B7/04—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas
- H04B7/06—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station
- H04B7/0613—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using simultaneous transmission
- H04B7/0615—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using simultaneous transmission of weighted versions of same signal
- H04B7/0619—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using simultaneous transmission of weighted versions of same signal using feedback from receiving side
- H04B7/0636—Feedback format
- H04B7/0639—Using selective indices, e.g. of a codebook, e.g. pre-distortion matrix index [PMI] or for beam selection
Definitions
- This application relates to the field of communication technology, and in particular to a communication method and device.
- Massive-Multiple-input multiple-output is an important technical means for wireless communication systems to improve system capacity and spectrum efficiency.
- the basic principle is that network equipment is based on channel state information. CSI), using methods such as singular value decompostion (SVD) to determine the effective transmission space of the channel.
- CSI channel state information
- SMD singular value decompostion
- In the transmission space there are multiple parallel sub-channels that are orthogonal or close to each other.
- the process of obtaining CSI by a network device may include: the network device sends a pilot signal to the terminal, the terminal obtains the CSI estimation value according to the received pilot signal, and selects a precoding vector in the codebook according to the CSI estimation value , The index of the precoding vector is fed back to the network device, and the network device determines the CSI reconstruction value according to the index of the precoding vector, and the CSI reconstruction value is the CSI closest to the true value of the CSI that the network device can obtain.
- the existing codebook technology is generally based on a plane wave propagation model, which mainly reflects the spatial angle information of the channel.
- the CSI reconstruction value and the true value of the CSI will have a large deviation, which will reduce the space division multiplexing gain and array gain of Massive-MIMO.
- the embodiments of the present application provide a communication method and device, which are used to improve the space division multiplexing gain and array gain of Massive-MIMO.
- a communication method including: a first communication device determines a first index indicating a first precoding vector, and sends the first index to a second communication device.
- the first precoding vector includes the spatial angle information and spatial depth information of the channel between the first communication device and the second communication device.
- the dimension determines the channel, so that the precoding vector corresponding to the index fed back by the first communication device can match the characteristics of the spherical wave channel, that is, the CSI recoding obtained by the second communication device according to the precoding vector corresponding to the index fed back by the first communication device
- the structure value is closer to the true value of CSI, thereby maximizing the space division multiplexing gain and array gain under ELAA.
- the codebook to which the first precoding vector belongs includes K*M precoding vectors, each precoding vector is an N-dimensional vector, and K is the spatial depth of the channel corresponding to the codebook.
- the number of quantization levels M is the number of quantization levels of the spatial angle of the channel corresponding to the codebook
- N is the number of antenna ports of the second communication device
- K, M, and N are all integers greater than 0.
- the codebook to which the first precoding vector belongs guides the antenna port group of the second communication device by using the quantization level set of the spatial depth of the channel and the quantization level set of the spatial angle of the channel.
- the vector is sampled.
- the antenna port group steering vector is determined according to the spatial depth of the channel, the spatial angle of the channel, and the related parameters of the antenna port group of the second communication device.
- the related parameters of the antenna port group include the distance between antenna ports and the number of antenna ports. , One or more of the spatial arrangement of antenna ports. This possible implementation provides a method for determining the steering vector of the antenna port group.
- the quantization level set of the spatial depth of the channel is determined according to the prior statistical information of the channel and the number of allowed quantization bits.
- the prior statistical information includes: the maximum value of the spatial depth of the channel and the number of quantization bits allowed to be used.
- the first communication device determining the first index includes: the first communication device matches the codebook with the obtained CSI estimation value, and determines that the index corresponding to the precoding vector that meets the matching degree requirement is the first index.
- One index is the first index.
- the first communication device determining the first index includes: the first communication device matches the codebook according to the acquired CSI estimation value and the noise statistical covariance matrix, and determines the prediction that meets the matching degree requirement.
- the index corresponding to the code vector is the first index.
- the first communication device When the first communication device receives with multiple antennas, the first communication device usually has interference from other users (such as inter-cell interference between neighboring stations). At this time, its noise is generally spatially colored noise, which will cause the spatial angle and space of the channel The depth is shifted.
- the noise statistical covariance matrix the obtained codebook index can reflect the equivalent spatial angle and spatial depth of the shift after being affected by colored noise, so that the corresponding precoding vector can match the channel characteristics to the greatest extent. Get the maximum precoding gain and sum rate.
- the first index includes L sub-indexes, L represents the number of space division multiplexing layers of the first communication device, and L is an integer greater than 1, and the first communication device determines the first index, including: A communication device matches the codebook with the obtained CSI estimation value, and determines that the index corresponding to the L precoding vectors that meets the matching degree requirement is the first index.
- This possible implementation provides yet another method for determining the first index.
- the first index includes L sub-indexes, L represents the number of space division multiplexing layers of the first communication device, and L is an integer greater than 1, and the first communication device determines the first index, including: A communication device matches the codebook according to the acquired CSI estimation value and the noise statistical covariance matrix, and determines that the index corresponding to the L precoding vectors that meet the matching degree requirement is the first index.
- the first communication device receives with multiple antennas, the first communication device usually has interference from other users (such as inter-cell interference between neighboring stations). At this time, its noise is generally spatially colored noise, which will cause the spatial angle and space of the channel The depth is shifted.
- the obtained codebook index can reflect the equivalent spatial angle and spatial depth of the shift after being affected by colored noise, so that the corresponding precoding vector can match the channel characteristics to the greatest extent. Get the maximum precoding gain and sum rate.
- a communication method including: a second communication device receives a first index indicating a first precoding vector from a first communication device, and determines the first precoding vector according to the first index, and according to the first precoding vector
- the encoding vector pre-encodes the data.
- the first precoding vector includes the spatial angle information and spatial depth information of the channel between the first communication device and the second communication device. By introducing the spatial depth information into the precoding vector, the spatial angle and the spatial depth can be determined from both the spatial angle and the spatial depth.
- the dimension determines the channel, so that the precoding vector corresponding to the index fed back by the first communication device can match the characteristics of the spherical wave channel, that is, the CSI recoding obtained by the second communication device according to the precoding vector corresponding to the index fed back by the first communication device
- the structure value is closer to the true value of CSI, thereby maximizing the space division multiplexing gain and array gain under ELAA.
- the method further includes: the second communication device receives indexes from S-1 first communication devices other than the first communication device, where S is an integer greater than 1; In the case where the spatial angle components of the precoding vectors corresponding to the S1 indexes are the same but the spatial depth components are different, the second communication device performs the S1 first communication device according to the spatial depth components of the precoding vectors corresponding to the S1 indexes Multiplexed transmission, S1 indexes are part or all of the S indexes, S indexes are the indexes received by the second communication device from the first communication device and S-1 first communication devices, and S1 is the first communication
- the device is the first communication device that reports S1 indexes, and S1 is an integer greater than 1 and less than or equal to S; when the precoding vectors corresponding to the S2 indexes of the S indexes have different spatial angle components and different spatial depth components , The second communication device performs multiplex transmission of S2 first communication devices according to the spatial depth component and/or the
- the second communication device can distinguish the channels between different first communication devices based on these indexes.
- the difference in spatial depth, and the multiplexed transmission of data according to the difference in spatial depth that is, the second communication device can allocate data streams of different layers according to different spatial depth components, thereby improving SU-MIMO or MU-MIMO space division multiplexing
- Q Q is an integer greater than 1
- users that cannot be distinguished and multiplexed from a spatial perspective can be distinguished and multiplexed in the spatial depth to achieve Q times the capacity promote.
- the method further includes: the second communication device respectively receives indexes from S-1 first communication devices other than the first communication device, where S is an integer greater than 1; among the S indexes
- the second communication device performs multiplex transmission of S3 first communication devices according to the spatial depth components of the precoding vectors corresponding to the S3 indexes, and the S3 indexes Are part or all of the S indexes
- the S indexes are the indexes received by the second communication device from the first communication device and the S-1 first communication devices
- the S3 first communication devices are those that report the S3 indexes
- S3 is an integer greater than 1 and less than or equal to S.
- the second communication device can distinguish the channels between different first communication devices based on these indexes.
- the difference in spatial depth, and the multiplexed transmission of data according to the difference in spatial depth that is, the second communication device can allocate data streams of different layers according to different spatial depth components, thereby improving SU-MIMO or MU-MIMO space division multiplexing
- Q Q is an integer greater than 1
- users that cannot be distinguished and multiplexed from a spatial perspective can be distinguished and multiplexed in the spatial depth to achieve Q times the capacity promote.
- the codebook to which the first precoding vector belongs includes K*M precoding vectors, each precoding vector is an N-dimensional vector, and K is the spatial depth of the channel corresponding to the codebook.
- the number of quantization levels M is the number of quantization levels of the spatial angle of the channel corresponding to the codebook
- N is the number of antenna ports of the second communication device
- K, M, and N are all integers greater than 0.
- the codebook to which the first precoding vector belongs guides the antenna port group of the second communication device by using the quantization level set of the spatial depth of the channel and the quantization level set of the spatial angle of the channel.
- the vector is sampled.
- the antenna port group steering vector is determined according to the spatial depth of the channel, the spatial angle of the channel, and the related parameters of the antenna port group of the second communication device.
- the related parameters of the antenna port group include the distance between antenna ports and the number of antenna ports. , One or more of the spatial arrangement of antenna ports. This possible implementation provides a method for determining the steering vector of the antenna port group.
- the quantization level set of the spatial depth of the channel is determined according to the prior statistical information of the channel and the number of allowed quantization bits.
- the prior statistical information includes: the maximum value of the spatial depth of the channel and the number of quantization bits allowed to be used.
- the index corresponding to the precoding vector that meets the matching degree requirement in the codebook is the first index
- the precoding vector that meets the matching degree requirement is determined by the CSI estimation value determined by the first communication device and the codebook.
- the matching is determined, or the precoding vector that meets the matching degree requirement is determined by matching the codebook with the CSI estimation value and the noise statistical covariance matrix determined by the first communication device.
- This possible implementation provides two methods for determining the first index.
- the first communication device receives with multiple antennas, the first communication device usually has interference from other users (such as inter-cell interference between neighboring stations). At this time, its noise is generally spatially colored noise, which will cause the spatial angle and space of the channel The depth is shifted.
- the obtained codebook index can reflect the equivalent spatial angle and spatial depth of the shift after being affected by colored noise, so that the corresponding precoding vector can match the channel characteristics to the greatest extent. Get the maximum precoding gain and sum rate.
- the first index includes L sub-indexes, the index corresponding to the L precoding vectors that meet the matching degree requirements in the codebook is the first index, and the L precoding vectors that meet the matching degree requirements pass the first index.
- the CSI estimation value determined by a communication device is matched and determined with the codebook, or the L precoding vectors that meet the matching degree requirement are matched and determined with the codebook through the CSI estimation value and the noise statistical covariance matrix determined by the first communication device.
- This possible implementation provides two methods for determining the first index.
- the first communication device receives with multiple antennas, the first communication device usually has interference from other users (such as inter-cell interference between neighboring stations).
- the noise is generally spatially colored noise, which will cause the spatial angle and space of the channel
- the depth is shifted.
- the obtained codebook index can reflect the equivalent spatial angle and spatial depth of the shift after being affected by colored noise, so that the corresponding precoding vector can match the channel characteristics to the greatest extent. Get the maximum precoding gain and sum rate.
- a communication device which includes a module or unit for executing any of the methods provided in the first aspect.
- it includes: a processing unit and a communication unit; the processing unit is configured to determine a first index, the first index indicates a first precoding vector, and the first precoding vector includes the communication device and the second communication Spatial angle information and spatial depth information of the channel between the devices; the communication unit is configured to send the first index to the second communication device.
- the codebook to which the first precoding vector belongs includes K*M precoding vectors, each precoding vector is an N-dimensional vector, and K is all corresponding to the codebook.
- the number of quantization levels of the spatial depth of the channel M is the number of quantization levels of the spatial angle of the channel corresponding to the codebook
- N is the number of antenna ports of the second communication device
- K, M, and N Both are integers greater than 0.
- the codebook to which the first precoding vector belongs uses the quantization level set of the spatial depth of the channel and the quantization level set of the spatial angle of the channel to compare the first precoding vector.
- the antenna port group steering vector of the communication device is sampled.
- the antenna port group steering vector is determined according to the spatial depth of the channel, the spatial angle of the channel, and related parameters of the antenna port group of the second communication device, and the antenna port group
- the related parameters include one or more of the antenna port spacing, the number of antenna ports, and the spatial arrangement of the antenna ports.
- the quantization level set of the spatial depth of the channel is determined according to the prior statistical information of the channel and the number of allowed quantization bits, and the prior statistical information includes: The maximum value of the spatial depth and the minimum value of the spatial depth of the channel, or the mean value of the spatial depth of the channel and the variance of the spatial depth of the channel, or the probability distribution function of the spatial depth of the channel.
- the processing unit is specifically configured to: match the obtained CSI estimation value with the codebook, and determine that the index corresponding to the precoding vector that meets the matching degree requirement is the first index .
- the processing unit is specifically configured to: match the codebook according to the obtained CSI estimation value and the noise statistical covariance matrix, and determine that the index corresponding to the precoding vector that meets the matching degree requirement is The first index.
- the first index includes L sub-indexes, L represents the number of space division multiplexing layers of the communication device, and L is an integer greater than 1, and the processing unit is specifically configured to: The obtained CSI estimation value is matched with the codebook, and the index corresponding to the L precoding vectors that meets the matching degree requirement is determined as the first index.
- the first index includes L sub-indexes, L represents the number of space division multiplexing layers of the communication device, and L is an integer greater than 1, and the processing unit is specifically configured to: The obtained CSI estimation value and the noise statistical covariance matrix are matched with the codebook, and the index corresponding to the L precoding vectors meeting the matching degree requirement is determined as the first index.
- a communication device including a module or unit for executing any of the methods provided in the second aspect.
- it includes: a communication unit and a processing unit; the communication unit is configured to receive a first index from a first communication device, the first index indicating a first precoding vector, and the first precoding vector includes the first The spatial angle information and spatial depth information of a channel between a communication device and the communication device; the processing unit is configured to determine the first precoding vector according to the first index, and according to the first precoding The vector pre-codes the data.
- the communication unit is further configured to respectively receive indexes from S-1 first communication devices other than the first communication device, where S is an integer greater than 1; the processing The unit is also used to perform processing based on the spatial depth component of the precoding vector corresponding to the S1 index when the spatial angle components of the precoding vectors corresponding to the S1 indexes of the S indexes are the same but the spatial depth components are different S1 multiplexed transmission of the first communication device, the S1 indexes are some or all of the S indexes, and the S indexes are the communication devices from the first communication device and the S -1 index received by the first communication device, the S1 first communication device is the first communication device that reported the S1 index, and S1 is an integer greater than 1 and less than or equal to S; the processing unit further uses When the spatial angle components of the precoding vectors corresponding to the S2 indexes in the S indexes are different, and the spatial depth components are different, according to the spatial depth components and/or spatial angles of the pre
- the communication unit is further configured to respectively receive indexes from S-1 first communication devices other than the first communication device, where S is an integer greater than 1; the processing The unit is further configured to perform S3 first communication devices according to the spatial depth components of the precoding vectors corresponding to the S3 indexes when the spatial depth components of the precoding vectors corresponding to the S3 indexes of the S indexes are different
- the S3 indexes are some or all of the S indexes, and the S indexes are the second communication device's information from the first communication device and the S-1 An index received by a communication device, the S3 first communication devices are the first communication devices reporting the S3 indexes, and S3 is an integer greater than 1 and less than or equal to S.
- the codebook to which the first precoding vector belongs includes K*M precoding vectors, each precoding vector is an N-dimensional vector, and K is all corresponding to the codebook.
- the number of quantization levels of the spatial depth of the channel M is the number of quantization levels of the spatial angle of the channel corresponding to the codebook
- N is the number of antenna ports of the communication device
- K, M, and N are all An integer greater than 0.
- the codebook to which the first precoding vector belongs uses the quantization level set of the spatial depth of the channel and the quantization level set of the spatial angle of the channel to communicate with each other.
- the steering vector of the antenna port group of the device is sampled.
- the antenna port group steering vector is determined according to the spatial depth of the channel, the spatial angle of the channel, and the antenna port group related parameters of the communication device, and the antenna port group related parameters Including one or more of antenna port spacing, number of antenna ports, and spatial arrangement of antenna ports.
- the quantization level set of the spatial depth of the channel is determined according to the prior statistical information of the channel and the number of allowed quantization bits, and the prior statistical information includes: The maximum value of the spatial depth and the minimum value of the spatial depth of the channel, or the mean value of the spatial depth of the channel and the variance of the spatial depth of the channel, or the probability distribution function of the spatial depth of the channel.
- the index corresponding to the precoding vector meeting the matching degree requirement in the codebook is the first index
- the precoding vector meeting the matching degree requirement is determined by the first communication device
- the CSI estimated value of, and the codebook are matched and determined, or the precoding vector that meets the matching degree requirement is matched with the codebook through the CSI estimated value and the noise statistical covariance matrix determined by the first communication device Sure.
- the first index includes L sub-indexes
- the index corresponding to the L precoding vectors in the codebook that meets the matching degree requirement is the first index
- the matching degree requirement is The L precoding vectors are determined by matching the codebook with the CSI estimation value determined by the first communication device, or the L precoding vectors that meet the matching requirements are determined by the first communication device
- the CSI estimation value and the noise statistical covariance matrix are matched and determined with the codebook.
- a communication device including a processor.
- the processor is connected to the memory, and the memory is used to store computer-executed instructions, and the processor executes the computer-executed instructions stored in the memory, so as to implement any one of the methods provided in the first aspect.
- the memory and the processor may be integrated together, or may be independent devices. In the latter case, the memory may be located in the communication device or outside the communication device.
- the processor includes a logic circuit, and also includes at least one of an input interface and an output interface.
- the output interface is used to execute the sending action in the corresponding method
- the input interface is used to execute the receiving action in the corresponding method.
- the communication device further includes a communication interface and a communication bus, and the processor, the memory, and the communication interface are connected through the communication bus.
- the communication interface is used to perform the sending and receiving actions in the corresponding method.
- the communication interface may also be called a transceiver.
- the communication interface includes at least one of a transmitter and a receiver. In this case, the transmitter is used to perform the sending action in the corresponding method, and the receiver is used to perform the receiving action in the corresponding method.
- the communication device exists in the form of a chip product.
- a communication device including a processor.
- the processor is connected to the memory, and the memory is used to store computer-executed instructions, and the processor executes the computer-executed instructions stored in the memory, so as to implement any one of the methods provided in the second aspect.
- the memory and the processor may be integrated together, or may be independent devices. In the latter case, the memory may be located in the communication device or outside the communication device.
- the processor includes a logic circuit, and also includes at least one of an input interface and an output interface.
- the output interface is used to execute the sending action in the corresponding method
- the input interface is used to execute the receiving action in the corresponding method.
- the communication device further includes a communication interface and a communication bus, and the processor, the memory, and the communication interface are connected through the communication bus.
- the communication interface is used to perform the sending and receiving actions in the corresponding method.
- the communication interface may also be called a transceiver.
- the communication interface includes at least one of a transmitter and a receiver. In this case, the transmitter is used to perform the sending action in the corresponding method, and the receiver is used to perform the receiving action in the corresponding method.
- the communication device exists in the form of a chip product.
- a communication device including a processor and an interface circuit, where the interface circuit is used to receive signals from other communication devices other than the communication device and transmit them to the processor or from the communication device.
- the signal of the processor is sent to another communication device other than the communication device, and the processor is used to implement any one of the methods provided in the first aspect through a logic circuit or an execution code instruction.
- a communication device including a processor and an interface circuit, the interface circuit is used to receive signals from other communication devices other than the communication device and transmit them to the processor or from the The signal of the processor is sent to another communication device other than the communication device, and the processor is used to implement any one of the methods provided in the second aspect through a logic circuit or an execution code instruction.
- a communication system including the communication device according to any one of the third, fifth, and seventh aspects of the claims, and the fourth, sixth, and eighth aspects of the claims.
- a computer-readable storage medium including computer-executable instructions, which when the computer-executable instructions run on a computer, cause the computer to execute any one of the methods provided in the first aspect or the second aspect.
- a computer program product including computer-executable instructions, which when the computer-executable instructions run on a computer, cause the computer to execute any one of the methods provided in the first aspect or the second aspect.
- Figure 1 is a flow chart of a method for obtaining CSI reconstruction values
- Figure 2 is a schematic diagram of a network architecture provided by an embodiment of the application.
- FIG. 3 is a schematic diagram of an antenna array provided by an embodiment of the application.
- FIG. 4 is a schematic diagram of the variation of the Rayleigh distance with the aperture of the antenna array provided by an embodiment of the application;
- FIG. 5 is a schematic diagram of a plane wave provided by an embodiment of the application.
- Fig. 6 is a schematic diagram of a spherical wave provided by an embodiment of the application.
- FIG. 7 is a flowchart of a method for obtaining a CSI reconstruction value according to an embodiment of the application.
- FIG. 8 is a schematic diagram of quantification of a spatial angle provided by an embodiment of this application.
- FIG. 9 is a flowchart of a communication method provided by an embodiment of this application.
- FIG. 10 is a schematic diagram of quantification of spatial angle and spatial depth provided by an embodiment of this application.
- FIG. 11 is a flowchart of another method for obtaining a CSI reconstruction value provided by an embodiment of this application.
- FIG. 12 is a flowchart of another communication method provided by an embodiment of this application.
- FIG. 13 is a schematic diagram of the composition of a communication device provided by an embodiment of this application.
- FIG. 14 is a schematic diagram of the hardware structure of a communication device provided by an embodiment of the application.
- FIG. 15 is a schematic diagram of the hardware structure of another communication device provided by an embodiment of the application.
- This application can be applied to narrowband-internet of things (NB-IoT), global system for mobile communications (GSM), enhanced data rate for GSM evolution , EDGE), wideband code division multiple access (WCDMA), code division multiple access (CDMA2000), time division-synchronization code division multiple access access, TD-SCDMA), fourth generation (4th Generation, 4G) systems, various systems based on 4G system evolution, fifth generation (5th Generation, 5G) systems, various systems based on 5G system evolution, satellite communication systems Wait for the wireless communication system.
- the 4G system may also be called an evolved packet system (EPS).
- the core network of the 4G system may be called an evolved packet core (EPC), and the access network may be called a long term evolution (LTE).
- EPC evolved packet core
- LTE long term evolution
- the core network of the 5G system may be called 5GC (5G core), and the access network may be called new radio (NR).
- 5G core 5GC
- NR new radio
- the application scenarios applicable to this application include but are not limited to enhanced mobile broadband (eMBB), ultra-reliable and low latency communications (URLLC), and massive machine type communication, eMTC) and so on.
- eMBB enhanced mobile broadband
- URLLC ultra-reliable and low latency communications
- eMTC massive machine type communication
- this application relates to network equipment and terminals, and the network equipment and terminals can perform wireless communication.
- the network equipment in the embodiments of the present application may be equipment used on the access network side to support terminal access to the communication system, for example, various forms of macro base stations and micro base stations (also referred to as small stations).
- it may be a node B (node B) in a third generation (3rd generation, 3G) system, an evolved node B (eNB) in a 4G system, and a next generation node B (next generation nodeB) in a 5G system.
- gNB transmission reception point (transmission reception point, TRP), relay node (relay node), access point (access point, AP), and so on.
- the base station may include a baseband unit (BBU) and a remote radio unit (RRU).
- BBU and RRU can be placed in different places, for example: RRU is remote, placed in a high-traffic area, BBU placed in the central computer room.
- the BBU and RRU can also be placed in the same computer room.
- the BBU and RRU may also be different components under one rack.
- the network equipment may be called a base station, base station equipment, node or access network equipment, etc.
- the terminal in the embodiment of this application may be a device that provides voice or data connectivity to users, and may also be referred to as user equipment (UE), mobile station (mobile station), subscriber unit (subscriber unit), station (station), terminal equipment (terminal equipment, TE), etc.
- UE user equipment
- mobile station mobile station
- subscriber unit subscriber unit
- station station
- terminal equipment terminal equipment
- TE terminal equipment
- the terminal can be a cellular phone, a personal digital assistant (PDA), a wireless modem (modem), a handheld device, a laptop computer, or a cordless phone.
- PDA personal digital assistant
- modem wireless modem
- Wireless local loop (wireless local loop, WLL) station tablet computer (pad), smart phone (smartphone), customer premise equipment (customer premise equipment, CPE), in-vehicle equipment, wearable equipment, wireless data card, tablet type Computers, machine type communication (MTC) terminals, computing devices, or other processing devices connected to wireless modems.
- WLL wireless local loop
- CPE customer premise equipment
- MTC machine type communication
- devices that can access the communication system, communicate with the network side of the communication system, or communicate with other objects through the communication system can all be the terminals in the embodiments of the present application, such as intelligent transportation. Terminals and cars in smart homes, household equipment in smart homes, power meter reading equipment in smart grids, voltage monitoring equipment, environmental monitoring equipment, video monitoring equipment in smart security networks, cash registers, etc.
- the directivity of a single antenna is limited.
- two or more single antennas working at the same frequency are fed and arranged in space according to certain requirements to form an antenna array, also called antenna Array.
- the antenna radiating elements that make up the antenna array are called antenna elements or antenna elements.
- the antenna array can strengthen and improve the directivity and intensity of the radiation field.
- the spatial arrangement of the antenna array can be called a front.
- the spatial arrangement of the antenna array can be linear (in this case, the antenna array can be referred to as a linear array), circular and rectangular.
- the spatial arrangement of the antenna array can also be other, which will not be listed one by one.
- the distance between the two antenna elements with the furthest distance in the spatial arrangement of the antenna array may be referred to as the aperture of the antenna array.
- the distance between two adjacent antenna elements in the spatial arrangement of the antenna array may be referred to as the distance between the two antenna elements.
- the antenna array may also be called an antenna port group.
- the antenna port group is composed of one or more antenna ports, and one antenna port corresponds to one antenna element. That is to say, the antenna array and the antenna port group in the following can be replaced with each other, and the antenna element and the antenna port can be replaced with each other.
- a plane wave refers to an electromagnetic wave whose electromagnetic wave front is a plane
- a spherical wave refers to an electromagnetic wave whose electromagnetic wave front is a spherical surface.
- the electromagnetic wave front refers to the curved surface formed by each point where the electromagnetic wave phase is equal.
- electromagnetic waves propagate outwards in a spherically diffused manner, so they can be called spherical waves.
- the propagation distance is far, the local curvature of the spherical surface is very small, which can be regarded as a plane wave.
- the Rayleigh distance can be used to determine whether the electromagnetic wave is a plane wave or a spherical wave.
- the electromagnetic wave larger than the Rayleigh distance in space can be considered as a plane wave, and the electromagnetic wave smaller than the Rayleigh distance in space can be considered as a spherical wave.
- L represents the aperture of the antenna array
- ⁇ represents the carrier wavelength
- R represents the Rayleigh distance.
- the above formula shows that the Rayleigh distance increases with the square of the antenna array aperture.
- Figure 4 shows the quantitative results of the increase in the Rayleigh distance with the antenna array aperture at 1.8 gigahertz (GHz) and 2.6 GHz carrier frequencies under a possible situation.
- the horizontal axis is the antenna array aperture and the vertical axis is Rayleigh distance.
- the terminal In a wireless communication system, if the terminal is far enough away from the network device (for example, greater than 850 m), then referring to FIG. 5, the channel between the terminal and the network device satisfies the plane wave assumption. If the terminal is not far away from the network device (for example, less than or equal to 850 m), then referring to Figure 6, the channel between the terminal and the network device satisfies the spherical wave and no longer satisfies the plane wave assumption.
- the spatial angle refers to the angle formed by the reference tangent plane of the antenna array and a coordinate point in free space.
- Space depth refers to the linear distance between the array reference point and a coordinate point in free space.
- the antenna array reference section refers to the section corresponding to the array reference point.
- the array reference point refers to a certain fixed point in the array (for example, the first antenna in the array, the last antenna in the array). Referring to Figures 5 and 6, taking the array reference point as the receiving antenna N as an example, the spatial depth is d in the figure. Figures 5 and 6 also illustrate the position of the antenna array reference section.
- the steering vector is the vector composed of the N phase amplitude values corresponding to the N antenna elements when the electromagnetic wave propagates to the N (N is an integer greater than 0) antenna elements in the antenna array. It can also be called the array steering vector or antenna array Guidance vector.
- the antenna port group steering vector in this application refers to the steering vector containing spatial depth information.
- a special example is the spherical waveguide direction vector (that is, the spherical wave propagates to the N antenna elements in the antenna array.
- Corresponding vector composed of N phase amplitude values but not limited to the spherical waveguide vector.
- Quantization refers to the discretization of continuous values, that is, a set of prescribed levels is used to represent the continuous value with the closest level value.
- the set of these level values can be called the quantized level set.
- Each of these level values The number can be called the number of quantization levels.
- the precoding vector in the existing codebook only includes spatial angle information.
- the method for the network device to obtain the CSI reconstruction value (also referred to as the precoding weight) may refer to FIG. 7.
- the spatial angle information can be quantized. If the quantization level of the spatial angle is M (M is an integer greater than 0), the network device can pass the spatial angle information The data of at most M terminals are multiplexed and transmitted. In this application, m is an integer greater than 0 and less than or equal to M.
- an existing codebook (denoted as C) is composed of N-dimensional orthogonal discrete Fourier transform (DFT) basis vectors, as shown in the following formula:
- N the number of antenna elements
- q m the m-th DFT basis vector in C.
- the existing codebook technology is essentially the quantization and approximation of the steering vector under the plane wave assumption, which mainly reflects the channel space angle information.
- Massive-MIMO continues to evolve to extremely large aperture array (ELAA)
- ELAA extremely large aperture array
- the number of antenna elements and antenna array aperture continue to increase.
- this application provides a communication method, by introducing spatial depth information when determining the codebook, so that the CSI reconstruction value can match the characteristics of the spherical wave channel, thereby maximizing the space division multiplexing gain and array under ELAA Gain.
- a H in the formula below in this application means “the complex conjugate device of matrix A”
- means “determinant of positive definite Hermitian matrix A”
- a -1 means “inverse of matrix A”
- ⁇ A ⁇ means "modulus value of vector A”
- I means identity matrix
- * means "multiply by”.
- A can be replaced with the parameters in the corresponding formula below.
- the method includes:
- the first communication device determines a first index, where the first index indicates a first precoding vector, and the first precoding vector includes spatial angle information and/or spatial depth information of a channel between the first communication device and the second communication device .
- the method provided in this application can be applied to an uplink communication system.
- the first communication device can be a terminal
- the second communication device can be a network device, or can be applied to a downlink communication system.
- the first communication device can be a network.
- the device, the second communication device may be a terminal.
- the first precoding vector is any precoding vector in the codebook.
- Each precoding vector in the codebook corresponds to an index.
- the codebook to which the first precoding vector belongs is obtained by sampling the antenna port group steering vector of the second communication device by using the quantization level set of the spatial depth of the channel and the quantization level set of the spatial angle of the channel.
- the antenna port group steering vector is determined according to the spatial depth of the channel, the spatial angle of the channel, and the related parameters of the antenna port group of the second communication device.
- the related parameters of the antenna port group include antenna port spacing (that is, antenna element spacing), antenna port One or more of the number (that is, the number of antenna elements) and the spatial arrangement of antenna ports (that is, the spatial arrangement of antenna elements).
- the quantization level set of the spatial depth of the channel is determined according to the prior statistical information of the channel and the number of allowed quantization bits.
- the prior statistical information includes: the maximum value of the spatial depth of the channel and the minimum value of the spatial depth of the channel , Or, the variance between the mean value of the channel's spatial depth and the channel's spatial depth, or the probability distribution function of the channel's spatial depth.
- FIG. 10 For a schematic diagram of quantizing the spatial depth of the channel and the spatial angle of the channel, refer to FIG. 10.
- the codebook includes K*M precoding vectors, each precoding vector is an N-dimensional vector, K is the number of quantization levels of the spatial depth of the channel, and M is the number of quantization levels of the spatial angle of the channel , N is the number of antennas (the number of physical antennas or the number of antenna ports or the number of antenna elements) of the second communication device, and K, M, and N are all integers greater than 0.
- each precoding vector in the codebook includes a spatial depth component and a spatial angle component
- the spatial depth component is used to indicate spatial depth information
- the spatial angle component is used to indicate spatial angle information.
- the index corresponding to a precoding vector can be composed of two parts: the index used to indicate the spatial depth information (or spatial depth component) and the index (or spatial angle component) of the spatial angle information, that is to say, the index corresponding to the precoding vector can be It is a two-dimensional index, of course, it can also be a one-dimensional index, which is not limited in this application.
- Step 901 may be implemented when the first communication device receives the pilot signal, performs channel estimation according to the pilot signal, obtains the CSI estimation value, and determines the first index in the codebook according to the CSI estimation value.
- the process of determining the first index in the codebook according to the CSI estimation value may be referred to as CSI quantization.
- step 901 may be specifically implemented in any one of the following manners 1 to 4.
- the first communication device matches the codebook with the obtained CSI estimation value, and determines that the index corresponding to the precoding vector that meets the matching degree requirement is the first index.
- Method 1 Single-User MIMO (SU-MIMO), the first communication device is a single antenna device, and the first communication device has only one layer of data stream (that is, the rank of the first communication device (Rank) is 1); Or, for SU-MIMO, the first communication device is a multi-antenna device, and the first communication device has only one layer of data stream.
- SU-MIMO Single-User MIMO
- the first communication device is a single antenna device, and the first communication device has only one layer of data stream (that is, the rank of the first communication device (Rank) is 1);
- the first communication device is a multi-antenna device, and the first communication device has only one layer of data stream.
- the precoding vector that meets the matching degree requirement may be one or more precoding vectors with the highest matching degree, or one or more precoding vectors with a matching degree greater than a threshold, or One or more precoding vectors that meet other matching requirements are not limited in this application.
- the first communication device may feed back one index or multiple indexes. If it is the former, the first index is one index, and if it is the latter, the first index includes multiple indexes.
- the first communication device may also feed back a corresponding coefficient for each index in the first index.
- the specific implementation is similar to that in the prior art, and is no longer Go into details.
- the first communication device matches the codebook according to the acquired CSI estimation value and the noise statistical covariance matrix, and determines that the index corresponding to the precoding vector that meets the matching degree requirement is the first index.
- the applicable scenario of the second method SU-MIMO, the first communication device is a multi-antenna device, and the first communication device has only one layer of data stream.
- the first communication device may feed back one index or multiple indexes. If it is the former, the first index is one index, and if it is the latter, the first index includes multiple indexes.
- the first communication device may also feed back a corresponding coefficient for each index in the first index.
- the specific implementation is similar to that in the prior art, and is no longer Go into details.
- the noise statistical covariance matrix in this application may be an additive noise statistical covariance matrix.
- the first communication device when the first communication device receives multiple antennas, the first communication device usually has interference from other users (such as inter-cell interference between neighboring stations), and its noise is generally spatially colored noise. Colored noise will cause the channel's spatial angle and spatial depth to shift.
- the codebook index obtained can reflect the equivalent spatial angle and spatial depth of the shift after being affected by the colored noise, so that the corresponding The precoding vector can match the channel characteristics to the greatest extent, and obtain the maximum precoding gain and sum rate.
- the first communication device matches the codebook according to the obtained CSI estimation value, and determines that the index corresponding to the L precoding vectors that meets the matching degree requirement is the first index.
- the first index includes L sub-indexes, L represents the number of space division multiplexing layers of the first communication device, and L is an integer greater than 1.
- the applicable scenario of the third method SU-MIMO, the first communication device is a multi-antenna device, and the first communication device has multiple layers of data streams (that is, the Rank of the first communication device is greater than 1).
- the first communication device matches the codebook according to the acquired CSI estimation value and the noise statistical covariance matrix, and determines the index corresponding to the L precoding vectors that meet the matching degree requirement as the first index.
- the first index includes L sub-indexes, L represents the number of space division multiplexing layers of the first communication device, and L is an integer greater than 1.
- mode four is the same as mode three.
- the method for matching the CSI estimated value with the precoding vector in the codebook can be determined according to specific system performance indicators, including but not limited to "correlation matching between the CSI estimated value and the CSI codebook vector" , “Maximize matching with rate” and other methods.
- the first communication device sends the first index to the second communication device.
- the second communication device receives the first index from the first communication device.
- the first index may be carried in a physical uplink control channel (PUCCH) or a physical uplink shared channel (PUSCH).
- PUCCH physical uplink control channel
- PUSCH physical uplink shared channel
- the second communication device determines a first precoding vector according to the first index.
- the second communication device precodes the data according to the first precoding vector.
- step 904 it may include: the second communication device performs CSI reconstruction according to the first precoding vector to obtain a CSI reconstruction value, and precoding the data according to the CSI reconstruction value.
- the data here may be data in a SU-MIMO scenario, or may be data in a multi-user MIMO (Multi-User, MU-MIMO) scenario.
- Multi-User, MU-MIMO multi-user MIMO
- the second communication device is a network device
- the first precoding vector is the CSI reconstruction value.
- the network device needs to perform CSI reconstruction on the precoding vector corresponding to the index received from multiple terminals to determine the CSI reconstruction value , Precoding the data using the CSI reconstruction value.
- multiple first communication devices can be multiplexed and transmitted, which specifically includes:
- the second communication device receives indexes from S-1 first communication devices other than the first communication device, and S is an integer greater than 1.
- step 12 When the spatial angle components of the precoding vectors corresponding to the S1 indexes of the S indexes are the same but the spatial depth components are different, step 12) is executed, and the space of the precoding vector corresponding to the S2 indexes of the S indexes When the angle components are different and the spatial depth components are different, step 13) is executed.
- the spatial angle component of the precoding vector is not distinguished, and if the spatial depth components of the precoding vector corresponding to the S3 indexes of the S indexes are different, step 14) is directly executed.
- the second communication device performs multiplex transmission of S1 first communication devices according to the spatial depth component of the precoding vector corresponding to the S1 indexes.
- the S1 indexes are part or all of the S indexes, and the S indexes are the first
- the second communication device performs multiplex transmission of S2 first communication devices according to the spatial depth component and/or spatial angle component of the precoding vector corresponding to the S2 indexes, and the S2 indexes are part or all of the S indexes.
- S indexes are the indexes received by the second communication device from the first communication device and S-1 first communication devices
- S2 first communication devices are the first communication devices reporting S2 indexes
- S2 is greater than 1 and less than An integer equal to S.
- the second communication device performs S3 processing of the first communication device according to the spatial depth components of the precoding vectors corresponding to the S3 indexes.
- S3 indexes are part or all of the S indexes
- S indexes are the indexes received by the second communication device from the first communication device and S-1 first communication devices
- S3 is the first communication
- the device is the first communication device that reports S3 indexes
- S3 is an integer greater than 1 and less than or equal to S.
- multiple first communication devices can be paired and screened according to the overlap of the CSI reconstruction values of the S first communication devices.
- the spatial angle components can be the same but the spatial angle components
- Multiple first communication devices with different depth components can be paired, or multiple first communication devices with different spatial angle components but the same spatial depth component can be paired, or multiple first communication devices with different spatial angle components and different spatial depth components can be paired
- the first communication device performs pairing.
- the paired multiple first communication devices can perform multiplexing transmission.
- the multi-layer data stream of the single first communication device can be multiplexed and transmitted according to the spatial depth component.
- the first index includes multiple The index specifically includes: when the spatial depth components of the precoding vectors corresponding to the multiple indexes in the first index are different, the second communication device according to the spatial depths of the precoding vectors corresponding to the multiple indexes in the first index The components are multiplexed and transmitted by the multi-layer data stream of the first communication device.
- the data when data is multiplexed and transmitted according to the spatial depth component, the data can be intra-user multi-stream in SU-MIMO or inter-user multi-stream in MU-MIMO.
- the channel by introducing spatial depth information when determining the codebook, the channel can be determined from the two dimensions of the spatial angle and the spatial depth, so that the precoding vector corresponding to the index fed back by the first communication device can match the spherical wave.
- Channel characteristics that is, the CSI reconstruction value obtained by the second communication device according to the precoding vector corresponding to the index fed back by the first communication device is closer to the true CSI value, thereby maximizing the space division multiplexing gain and array under ELAA Gain.
- the second communication device can distinguish the difference in the spatial depth of the channel from the different first communication devices based on these indexes.
- the data is multiplexed and transmitted according to the difference in spatial depth, that is, the second communication device can allocate data streams of different layers according to different spatial depth components, thereby increasing the total number of layers and systems of SU-MIMO or MU-MIMO space division multiplexing capacity.
- Q is an integer greater than 1
- users that cannot be distinguished and multiplexed from a spatial perspective can be distinguished and multiplexed in the spatial depth to achieve Q times the capacity promote.
- the method of constructing a codebook may include:
- Step 1 Obtain prior statistical information related to the spatial depth of the channel.
- the prior statistical information includes, but is not limited to: the maximum value of the channel's spatial depth and the minimum value of the channel's spatial depth, or the mean value of the channel's spatial depth and the variance of the channel's spatial depth, or the channel The probability distribution function of the depth of the space (accurate or approximate).
- the a priori statistical information can be determined according to methods such as the active range of the terminal in the cell, the coverage radius of the cell, the path loss model, or the actual channel measurement.
- the maximum value of the spatial depth of the channel may be the coverage radius of the cell.
- Step 2 Determine the quantization level set of the spatial depth of the channel according to the prior statistical information of the channel and the number of quantization bits allowed to be used.
- the allowable number of quantization bits is the allowable number of bits used when the spatial depth information is fed back.
- the number of quantization bits allowed to be used may be preset or predefined, or determined through negotiation between the first communication device and the second communication device, or stipulated by agreement, and is not limited in this application.
- the quantization level set of the spatial depth of the channel is determined by methods such as uniform quantization and Lloyd quantization according to the prior statistical information of the channel and the number of allowed quantization bits.
- the prior statistical information includes the maximum value of the channel's spatial depth (denoted as d max ) and the minimum value of the channel's spatial depth (denoted as d min ).
- the quantization level set of spatial depth can be: Among them, k ⁇ [1, K], d k represents the k-th quantization level value, k is an integer, and N d represents the number of quantization bits allowed to be used, Represents the total number of quantization levels.
- the spatial depth is equally divided into K parts.
- the quantization level set of spatial depth can be: Among them, k ⁇ [1, K], ⁇ is the correction factor, which can be set according to experience or simulation value.
- the prior statistical information includes the probability distribution function of the spatial depth of the channel.
- the third step Determine the quantization level set of the spatial angle of the channel.
- the [0, 2 ⁇ ] angle interval can be uniformly quantized.
- the quantization level set of the spatial angle can be recorded as m ⁇ [1, M], Represents the number of quantization levels for the allowable space angle, and M is the total number of quantization levels for the space angle.
- Step 4 Determine the steering vector of the antenna port group.
- the N-dimensional antenna port group steering vector can be expressed as formula 1:
- ⁇ represents the distance between the elements
- N represents the number of antenna elements
- d represents the spatial depth
- ⁇ represents the carrier wavelength
- Step 5 Use the channel spatial depth quantization level set and the channel spatial angle quantization level set to sample the antenna port group steering vector to obtain a codebook containing channel spatial depth information and channel spatial angle information.
- codebook (denoted as C) can be expressed as formula 2:
- n is an integer greater than or equal to 0 and less than N.
- q m,k means that the spatial depth component in the codebook is d k , and the spatial angle component is The precoding vector.
- the size of the codebook is K*M.
- Each precoding vector is an N-dimensional vector. Referring to Figure 10, the codebook has a sector-shaped lattice quantization feature, and each precoding vector corresponds to a d k and a
- the codebook can be constructed based on the approximation or simplified calculation formula of the steering vector function of the antenna port group
- the formula 1 in the fourth step above includes the calculation of the root sign.
- the formula 1 can be approximated in two stages, and the approximation is as follows:
- formula 2 can be constructed as follows:
- the codebook determined by the above method can be stored in the first communication device and the second communication device for subsequent use.
- the implementation process of the terminal mainly includes channel estimation, CSI quantization, and feedback of the first index. See FIG. 12, which specifically includes:
- a terminal receives a pilot signal from a network device, performs channel estimation according to the received pilot signal, and obtains a CSI estimation value of the channel.
- the estimated value of CSI can be denoted as It is an N R ⁇ N matrix, where N R is the number of receiving antennas of the terminal, and N R is an integer greater than 0.
- N R is the number of receiving antennas of the terminal
- N R is an integer greater than 0.
- the terminal performs CSI quantization.
- the terminal performs matching with the codebook according to the CSI estimated value, and determines that the index corresponding to the precoding vector that meets the matching degree requirement is the first index.
- the terminal matches each precoding vector in the codebook according to the CSI estimation value, and determines one or more indexes with the highest matching degree as the first index.
- an example of a matching method based on the correlation between the CSI estimation value and the codebook is as follows:
- q m,k means that the spatial depth component in the codebook is d k , and the spatial angle component is The precoding vector.
- the modulus value. That is, the first index, and the first precoding vector corresponding to the first index is
- the statistical covariance matrix of noise is a unit matrix. Therefore, the statistical covariance matrix of noise may not be considered.
- the terminal When the terminal receives multiple antennas, the terminal usually has interference from other users (such as inter-cell interference between neighboring stations). At this time, its noise is generally spatially colored noise, that is, the statistical covariance matrix of the noise is no longer a unit matrix, but Different spatial feature directions show strong and weak differences, that is, noise has spatial directionality.
- formula 3 When formula 3 is used to determine the first index, performance loss will be introduced.
- the terminal when the terminal is receiving with multiple antennas, if the number of space division multiplexing layers is L>1, the first index includes L sub-indexes. In this case, the codebook index can be searched with the rate maximization matching method to be considered. Ensure that the gain of the array is maximized.
- R zz terminal receiver represents the N R ⁇ N R the covariance matrix of noise statistics, by the conventional technique the estimated pilot measurement, Represents the inverse of the matrix R zz , I represents the identity matrix, Express The determinant.
- the noise statistical covariance matrix in this application may be an additive noise statistical covariance matrix.
- the first index can also be determined according to formula 4 above.
- the terminal may determine L sub-indexes according to an iterative method, that is, when determining the l+1th sub-index, the autocorrelation matrix corresponding to the precoding vector corresponding to the first l sub-index is added to R zz as an interference item, and then Calculate the l+1th sub-index according to formula 4.
- l is an integer greater than or equal to 0 and less than L.
- the codebook index obtained can reflect the equivalent spatial angle and spatial depth of the shift after being affected by colored noise, so that the corresponding The precoding vector can match the channel characteristics to the greatest extent, and obtain the maximum precoding gain and sum rate.
- the terminal sends the first index to the network device.
- the terminal may send the first index to the network device in a signaling manner through an uplink channel.
- the implementation process of the network equipment mainly includes receiving the first index, CSI reconstruction, and using the CSI reconstruction value obtained by the CSI reconstruction to perform SU-MIMO or MU-MIMO precoding. See Figure 12, which specifically includes:
- the network device receives the first index from the terminal.
- the network device determines a precoding vector corresponding to the first index (that is, the first precoding vector) according to the first index.
- the network device may determine the first precoding vector in the codebook according to the first index.
- the network device performs CSI reconstruction, and determines a CSI reconstruction value.
- the network device may use the first precoding vector as the CSI reconstruction value.
- the network device uses the CSI reconstruction value to perform SU-MIMO or MU-MIMO precoding.
- the precoded data can be expressed as: Among them, w represents the CSI reconstruction value, which is an N-dimensional column vector. x represents a single stream data symbol, Represents the pre-encoded vector.
- ZF Zero-Forcing
- N ⁇ represents the total number of space division multiplexing user (i.e., terminal number)
- H represents a N ⁇ row vectors of the equivalent channel by N ⁇ ⁇ N dimensional matrix of rows of stitching, each row vector is a terminal CSI estimated value
- W represents the N ⁇ N ⁇ ZF CSI reconstruction value corresponding to H
- x n represents the single stream data symbol of the nth user, Represents the pre-encoded vector.
- the codebook may also include polarization information.
- polarization information please refer to the prior art and will not be repeated.
- each network element for example, the first communication device and the second communication device, includes at least one of a hardware structure and a software module corresponding to each function.
- the present application can be implemented in the form of hardware or a combination of hardware and computer software. Whether a certain function is executed by hardware or computer software-driven hardware depends on the specific application and design constraint conditions of the technical solution. Professionals and technicians can use different methods for each specific application to implement the described functions, but such implementation should not be considered as going beyond the scope of this application.
- the embodiments of the present application can divide the functional units of the first communication device and the second communication device according to the foregoing method examples.
- each functional unit can be divided corresponding to each function, or two or more functions can be integrated into one.
- Processing unit can be implemented in the form of hardware or software functional unit. It should be noted that the division of units in the embodiments of the present application is illustrative, and is only a logical function division, and there may be other division methods in actual implementation.
- FIG. 13 shows a possible structural diagram of the communication device (denoted as the communication device 130) involved in the foregoing embodiment.
- the communication device 130 includes a processing unit 1301 and a communication unit 1302. , May also include a storage unit 1303.
- the schematic structural diagram shown in FIG. 13 may be used to illustrate the structures of the first communication device and the second communication device involved in the foregoing embodiment.
- the processing unit 1301 is used to control and manage the actions of the first communication device, for example, the processing unit 1301 is used to execute 901 and 902 in FIG. 9, 1201 to 1203 in FIG. 12 (at this time, the first communication device is a terminal), and/or actions performed by the first communication device in other processes described in the embodiments of the present application.
- the processing unit 1301 may communicate with other network entities through the communication unit 1302, for example, communicate with the second communication device shown in FIG. 9.
- the storage unit 1303 is used to store the program code and data of the first communication device.
- the communication device 130 may be a device (for example, a terminal) or a chip in the device.
- the processing unit 1301 is used to control and manage the actions of the second communication device, for example, the processing unit 1301 is used to execute 902 to 904 in FIG. 9, 1204 to 1207 in FIG. 12 (at this time, the second communication device is a network device), and/or actions performed by the second communication device in other processes described in the embodiments of the present application .
- the processing unit 1301 may communicate with other network entities through the communication unit 1302, for example, communicate with the first communication device shown in FIG. 9.
- the storage unit 1303 is used to store the program code and data of the second communication device.
- the communication device 130 may be a device (for example, a network device), or may be a chip in the device.
- the processing unit 1301 may be a processor or a controller, and the communication unit 1302 may be a communication interface, a transceiver, a transceiver, a transceiver circuit, a transceiver, and the like.
- the communication interface is a general term and may include one or more interfaces.
- the storage unit 1303 may be a memory.
- the processing unit 1301 may be a processor or a controller, and the communication unit 1302 may be an input interface and/or an output interface, a pin or a circuit, or the like.
- the storage unit 1303 may be a storage unit in the chip (for example, a register, a cache, etc.), or a storage unit outside the chip in the device (for example, read-only memory (ROM), random access memory). Memory (random access memory, RAM), etc.).
- ROM read-only memory
- RAM random access memory
- the communication unit may also be referred to as a transceiver unit.
- the antenna and control circuit with the transceiver function in the communication device 130 can be regarded as the communication unit 1302 of the communication device 130, and the processor with processing function can be regarded as the processing unit 1301 of the communication device 130.
- the device for implementing the receiving function in the communication unit 1302 may be regarded as a receiving unit, which is used to perform the receiving steps in the embodiment of the present application, and the receiving unit may be a receiver, a receiver, a receiving circuit, and the like.
- the device for implementing the sending function in the communication unit 1302 can be regarded as a sending unit, the sending unit is used to perform the sending steps in the embodiment of the present application, and the sending unit can be a sender, a sender, a sending circuit, and the like.
- the integrated unit in FIG. 13 is implemented in the form of a software function module and sold or used as an independent product, it can be stored in a computer readable storage medium.
- the technical solutions of the embodiments of the present application are essentially or the part that contributes to the prior art, or all or part of the technical solutions can be embodied in the form of software products, and the computer software products are stored in a storage
- the medium includes several instructions to enable a computer device (which may be a personal computer, a server, or a network device, etc.) or a processor to execute all or part of the steps of the methods described in the various embodiments of the present application.
- Storage media for storing computer software products include: U disk, mobile hard disk, read-only memory, random access memory, magnetic disk or optical disk and other media that can store program codes.
- the unit in FIG. 13 may also be referred to as a module, for example, the processing unit may be referred to as a processing module.
- the embodiment of the present application also provides a schematic diagram of the hardware structure of a communication device.
- the communication device includes a processor 1401 and, optionally, a memory 1402 connected to the processor 1401.
- the processor 1401 may be a general-purpose central processing unit (central processing unit, CPU), a microprocessor, an application-specific integrated circuit (ASIC), or one or more programs for controlling the execution of the program of this application. integrated circuit.
- the processor 1401 may also include multiple CPUs, and the processor 1401 may be a single-CPU processor or a multi-CPU processor.
- the processor here may refer to one or more devices, circuits, or processing cores for processing data (for example, computer program instructions).
- the memory 1402 may be ROM or other types of static storage devices that can store static information and instructions, RAM, or other types of dynamic storage devices that can store information and instructions, or an electrically erasable programmable read-only memory (electrically erasable programmable read-only memory).
- read-only memory EEPROM
- compact disc read-only memory, CD-ROM
- optical disc storage including compact discs, laser discs, optical discs, digital universal discs, Blu-ray discs, etc.
- magnetic disks A storage medium or other magnetic storage device, or any other medium that can be used to carry or store desired program codes in the form of instructions or data structures and that can be accessed by a computer, and the embodiment of the present application does not impose any limitation on this.
- the memory 1402 may exist independently, or may be integrated with the processor 1401. Wherein, the memory 1402 may contain computer program code.
- the processor 1401 is configured to execute the computer program code stored in the memory 1402, so as to implement the method provided in the embodiment of the present application.
- the communication device further includes a transceiver 1403.
- the processor 1401, the memory 1402, and the transceiver 1403 are connected by a bus.
- the transceiver 1403 is used to communicate with other devices or a communication network.
- the transceiver 1403 may include a transmitter and a receiver.
- the device used for implementing the receiving function in the transceiver 1403 can be regarded as a receiver, and the receiver is used to perform the receiving steps in the embodiment of the present application.
- the device used to implement the sending function in the transceiver 1403 can be regarded as a transmitter, and the transmitter is used to perform the sending steps in the embodiment of the present application.
- FIG. 14 may be used to illustrate the structures of the first communication device and the second communication device involved in the foregoing embodiment.
- the processor 1401 is used to control and manage the actions of the first communication device.
- the processor 1401 is used to support The first communication device executes 901 and 902 in FIG. 9, 1201 to 1203 in FIG. 12 (at this time, the first communication device is a terminal), and/or the first communication in other processes described in the embodiment of the present application The action performed by the device.
- the processor 1401 may communicate with other network entities through the transceiver 1403, for example, communicate with the second communication device shown in FIG. 9.
- the memory 1402 is used to store the program code and data of the first communication device.
- the processor 1401 is used to control and manage the actions of the second communication device.
- the processor 1401 is used to support
- the second communication device executes 902 to 904 in FIG. 9, 1204 to 1207 in FIG. 12 (at this time, the second communication device is a network device), and/or the second of the other processes described in the embodiment of the present application Action performed by the communication device.
- the processor 1401 may communicate with other network entities through the transceiver 1403, for example, communicate with the first communication device shown in FIG. 9.
- the memory 1402 is used to store the program code and data of the second communication device.
- the processor 1401 includes a logic circuit and at least one of an input interface and an output interface. Among them, the output interface is used to execute the sending action in the corresponding method, and the input interface is used to execute the receiving action in the corresponding method.
- FIG. 15 may be used to illustrate the structures of the first communication device and the second communication device involved in the foregoing embodiment.
- the processor 1401 is used to control and manage the actions of the first communication device.
- the processor 1401 is used to support The first communication device executes 901 and 902 in FIG. 9, 1201 to 1203 in FIG. 12 (at this time, the first communication device is a terminal), and/or the first communication in other processes described in the embodiment of the present application The action performed by the device.
- the processor 1401 may communicate with other network entities through at least one of the input interface and the output interface, for example, communicate with the second communication device shown in FIG. 9.
- the memory 1402 is used to store the program code and data of the first communication device.
- the processor 1401 is used to control and manage the actions of the second communication device.
- the processor 1401 is used to support
- the second communication device executes 902 to 904 in FIG. 9, 1204 to 1207 in FIG. 12 (at this time, the second communication device is a network device), and/or the second of the other processes described in the embodiment of the present application Action performed by the communication device.
- the processor 1401 may communicate with other network entities through at least one of the input interface and the output interface, for example, communicate with the first communication device shown in FIG. 9.
- the memory 1402 is used to store the program code and data of the second communication device.
- each step in the method provided in this embodiment can be completed by an integrated logic circuit of hardware in the processor or instructions in the form of software.
- the steps of the method disclosed in the embodiments of the present application may be directly embodied as being executed and completed by a hardware processor, or executed and completed by a combination of hardware and software modules in the processor.
- the embodiments of the present application also provide a computer-readable storage medium, including instructions, which when run on a computer, cause the computer to execute any of the above-mentioned methods.
- the embodiment of the present application also provides a computer program product containing instructions, which when running on a computer, causes the computer to execute any of the above-mentioned methods.
- the embodiment of the present application also provides a communication device, including: a processor and an interface circuit, the interface circuit is used to receive signals from other communication devices other than the communication device and transmit them to the processor or send the signals from the processor to the processor
- the processor is used to implement any of the foregoing methods through logic circuits or execution code instructions.
- An embodiment of the present application also provides a communication system, including: a first communication device and a second communication device.
- the computer can be implemented in whole or in part by software, hardware, firmware, or any combination thereof.
- a software program it can be implemented in the form of a computer program product in whole or in part.
- the computer program product includes one or more computer instructions.
- the computer program instructions When the computer program instructions are loaded and executed on the computer, the processes or functions described in the embodiments of the present application are generated in whole or in part.
- the computer can be a general-purpose computer, a special-purpose computer, a computer network, or other programmable devices.
- Computer instructions may be stored in a computer-readable storage medium, or transmitted from one computer-readable storage medium to another computer-readable storage medium.
- computer instructions may be transmitted from a website, computer, server, or data center through a cable (such as Coaxial cable, optical fiber, digital subscriber line (digital subscriber line, DSL) or wireless (such as infrared, wireless, microwave, etc.) transmission to another website site, computer, server or data center.
- the computer-readable storage medium may be any available medium that can be accessed by a computer or may include one or more data storage devices such as a server or a data center that can be integrated with the medium.
- the usable medium may be a magnetic medium (for example, a floppy disk, a hard disk, and a magnetic tape), an optical medium (for example, a DVD), or a semiconductor medium (for example, a solid state disk (SSD)).
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Abstract
Description
Claims (43)
- 一种通信方法,其特征在于,包括:第一通信装置确定第一索引,所述第一索引指示第一预编码向量,所述第一预编码向量包括所述第一通信装置与第二通信装置之间的信道的空间角度信息和空间深度信息;所述第一通信装置向所述第二通信装置发送所述第一索引。
- 根据权利要求1所述的方法,其特征在于,所述第一预编码向量所属的码本包括K*M个预编码向量,每个预编码向量为一个N维的向量,K为所述码本对应的所述信道的空间深度的量化电平数,M为所述码本对应的所述信道的空间角度的量化电平数,N为所述第二通信装置的天线端口个数,K、M和N均为大于0的整数。
- 根据权利要求1或2所述的方法,其特征在于,所述第一预编码向量所属的码本通过采用所述信道的空间深度的量化电平集合和所述信道的空间角度的量化电平集合,对所述第二通信装置的天线端口组导向向量进行采样得到。
- 根据权利要求3所述的方法,其特征在于,所述天线端口组导向向量根据所述信道的空间深度、所述信道的空间角度以及所述第二通信装置的天线端口组相关参数确定,所述天线端口组相关参数包括天线端口间距、天线端口数、天线端口的空间排列中的一个或多个。
- 根据权利要求3或4所述的方法,其特征在于,所述信道的空间深度的量化电平集合根据所述信道的先验统计信息和容许使用的量化比特数确定,所述先验统计信息包括:所述信道的空间深度的最大值和所述信道的空间深度的最小值,或者,所述信道的空间深度的均值和所述信道的空间深度的方差,或者,所述信道的空间深度的概率分布函数。
- 根据权利要求2-5任一项所述的方法,其特征在于,所述第一通信装置确定第一索引,包括:所述第一通信装置根据获取的信道状态信息CSI估计值与所述码本进行匹配,确定符合匹配度要求的预编码向量对应的索引为所述第一索引。
- 根据权利要求2-5任一项所述的方法,其特征在于,所述第一通信装置确定第一索引,包括:所述第一通信装置根据获取的CSI估计值和噪声统计协方差矩阵,与码本进行匹配,确定符合匹配度要求的预编码向量对应的索引为所述第一索引。
- 根据权利要求2-5任一项所述的方法,其特征在于,所述第一索引包括L个子索引,L表示所述第一通信装置的空分复用层数,L为大于1的整数,所述第一通信装置确定第一索引,包括:所述第一通信装置根据获取的CSI估计值与所述码本进行匹配,确定符合匹配度要求的L个预编码向量对应的索引为所述第一索引。
- 根据权利要求2-5任一项所述的方法,其特征在于,所述第一索引包括L个子索引,L表示所述第一通信装置的空分复用层数,L为大于1的整数,所述第一通信装置确定第一索引,包括:所述第一通信装置根据获取的CSI估计值和噪声统计协方差矩阵,与码本进行匹配,确定符合匹配度要求的L个预编码向量对应的索引为所述第一索引。
- 一种通信方法,其特征在于,包括:第二通信装置从第一通信装置接收第一索引,所述第一索引指示第一预编码向量,所述第一预编码向量包括所述第一通信装置与所述第二通信装置之间的信道的空间角度信息和空间深度信息;所述第二通信装置根据所述第一索引确定所述第一预编码向量;所述第二通信装置根据所述第一预编码向量对数据进行预编码。
- 根据权利要求10所述的方法,其特征在于,所述方法还包括:所述第二通信装置从除所述第一通信装置之外的S-1个第一通信装置分别接收索引,S为大于1的整数;在S个索引中的S1个索引对应的预编码向量的空间角度分量相同、但空间深度分量不同的情况下,所述第二通信装置根据所述S1个索引对应的预编码向量的空间深度分量进行S1个第一通信装置的复用传输,所述S1个索引为所述S个索引中的部分或全部索引,所述S个索引为所述第二通信装置从所述第一通信装置和所述S-1个第一通信装置接收到的索引,所述S1个第一通信装置为上报所述S1个索引的第一通信装置,S1为大于1小于等于S的整数;在S个索引中的S2个索引对应的预编码向量的空间角度分量不同、且空间深度分量不同的情况下,所述第二通信装置根据所述S2个索引对应的预编码向量的空间深度分量和/或空间角度分量进行S2个第一通信装置的复用传输,所述S2个索引为所述S个索引中的部分或全部索引,所述S个索引为所述第二通信装置从所述第一通信装置和所述S-1个第一通信装置接收到的索引,所述S2个第一通信装置为上报所述S2个索引的第一通信装置,S2为大于1小于等于S的整数。
- 根据权利要求10或11所述的方法,其特征在于,所述第一预编码向量所属的码本包括K*M个预编码向量,每个预编码向量为一个N维的向量,K为所述码本对应的所述信道的空间深度的量化电平数,M为所述码本对应的所述信道的空间角度的量化电平数,N为所述第二通信装置的天线端口个数,K、M和N均为大于0的整数。
- 根据权利要求10-12任一项所述的方法,其特征在于,所述第一预编码向量所属的码本通过采用所述信道的空间深度的量化电平集合和所述信道的空间角度的量化电平集合,对所述第二通信装置的天线端口组导向向量进行采样得到。
- 根据权利要求13所述的方法,其特征在于,所述天线端口组导向向量根据所述信道的空间深度、所述信道的空间角度以及所述第二通信装置的天线端口组相关参数确定,所述天线端口组相关参数包括天线端口间距、天线端口数、天线端口的空间排列中的一个或多个。
- 根据权利要求13或14所述的方法,其特征在于,所述信道的空间深度的量化电平集合根据所述信道的先验统计信息和容许使用的量化比特数确定,所述先验统计信息包括:所述信道的空间深度的最大值和所述信道的空间深度的最小值,或者,所述信道的空间深度的均值和所述信道的空间深度的方差,或者,所述信道的空间深度的概率分布函数。
- 根据权利要求12-15任一项所述的方法,其特征在于,所述码本中符合匹配度要求的预编码向量对应的索引为所述第一索引,所述符合匹配度要求的预编码向量通过所述第一通信装置确定的信道状态信息CSI估计值与所述码本进行匹配确定,或者,所述符合匹配度要求的预编码向量通过所述第一通信装置确定的CSI估计值和噪声统计协方差矩阵与 所述码本进行匹配确定。
- 根据权利要求12-15任一项所述的方法,其特征在于,所述第一索引包括L个子索引,所述码本中符合匹配度要求的L个预编码向量对应的索引为所述第一索引,所述符合匹配度要求的L个预编码向量通过所述第一通信装置确定的CSI估计值与所述码本进行匹配确定,或者,所述符合匹配度要求的L个预编码向量通过所述第一通信装置确定的CSI估计值和噪声统计协方差矩阵与所述码本进行匹配确定。
- 一种通信装置,其特征在于,包括用于执行如权利要求1至9中任一项所述方法的模块。
- 一种通信装置,其特征在于,包括用于执行如权利要求10至17中任一项所述方法的模块。
- 一种通信装置,其特征在于,包括:处理单元和通信单元;所述处理单元,用于确定第一索引,所述第一索引指示第一预编码向量,所述第一预编码向量包括所述通信装置与第二通信装置之间的信道的空间角度信息和空间深度信息;所述通信单元,用于向所述第二通信装置发送所述第一索引。
- 根据权利要求20所述的通信装置,其特征在于,所述第一预编码向量所属的码本包括K*M个预编码向量,每个预编码向量为一个N维的向量,K为所述码本对应的所述信道的空间深度的量化电平数,M为所述码本对应的所述信道的空间角度的量化电平数,N为所述第二通信装置的天线端口个数,K、M和N均为大于0的整数。
- 根据权利要求20或21所述的通信装置,其特征在于,所述第一预编码向量所属的码本通过采用所述信道的空间深度的量化电平集合和所述信道的空间角度的量化电平集合,对所述第二通信装置的天线端口组导向向量进行采样得到。
- 根据权利要求22所述的通信装置,其特征在于,所述天线端口组导向向量根据所述信道的空间深度、所述信道的空间角度以及所述第二通信装置的天线端口组相关参数确定,所述天线端口组相关参数包括天线端口间距、天线端口数、天线端口的空间排列中的一个或多个。
- 根据权利要求22或23所述的通信装置,其特征在于,所述信道的空间深度的量化电平集合根据所述信道的先验统计信息和容许使用的量化比特数确定,所述先验统计信息包括:所述信道的空间深度的最大值和所述信道的空间深度的最小值,或者,所述信道的空间深度的均值和所述信道的空间深度的方差,或者,所述信道的空间深度的概率分布函数。
- 根据权利要求21-24任一项所述的通信装置,其特征在于,所述处理单元,具体用于:根据获取的CSI估计值与所述码本进行匹配,确定符合匹配度要求的预编码向量对应的索引为所述第一索引。
- 根据权利要求21-24任一项所述的通信装置,其特征在于,所述处理单元,具体用于:根据获取的CSI估计值和噪声统计协方差矩阵,与码本进行匹配,确定符合匹配度要求的预编码向量对应的索引为所述第一索引。
- 根据权利要求21-24任一项所述的通信装置,其特征在于,所述第一索引包括L个 子索引,L表示所述通信装置的空分复用层数,L为大于1的整数,所述处理单元,具体用于:根据获取的CSI估计值与所述码本进行匹配,确定符合匹配度要求的L个预编码向量对应的索引为所述第一索引。
- 根据权利要求21-24任一项所述的通信装置,其特征在于,所述第一索引包括L个子索引,L表示所述通信装置的空分复用层数,L为大于1的整数,所述处理单元,具体用于:根据获取的CSI估计值和噪声统计协方差矩阵,与码本进行匹配,确定符合匹配度要求的L个预编码向量对应的索引为所述第一索引。
- 一种通信装置,其特征在于,包括:通信单元和处理单元;所述通信单元,用于从第一通信装置接收第一索引,所述第一索引指示第一预编码向量,所述第一预编码向量包括所述第一通信装置与所述通信装置之间的信道的空间角度信息和空间深度信息;所述处理单元,用于根据所述第一索引确定所述第一预编码向量,根据所述第一预编码向量对数据进行预编码。
- 根据权利要求29所述的通信装置,其特征在于,所述通信单元,还用于从除所述第一通信装置之外的S-1个第一通信装置分别接收索引,S为大于1的整数;所述处理单元,还用于在S个索引中的S1个索引对应的预编码向量的空间角度分量相同、但空间深度分量不同的情况下,根据所述S1个索引对应的预编码向量的空间深度分量进行S1个第一通信装置的复用传输,所述S1个索引为所述S个索引中的部分或全部索引,所述S个索引为所述通信装置从所述第一通信装置和所述S-1个第一通信装置接收到的索引,所述S1个第一通信装置为上报所述S1个索引的第一通信装置,S1为大于1小于等于S的整数;所述处理单元,还用于在S个索引中的S2个索引对应的预编码向量的空间角度分量不同、且空间深度分量不同的情况下,根据所述S2个索引对应的预编码向量的空间深度分量和/或空间角度分量进行S2个第一通信装置的复用传输,所述S2个索引为所述S个索引中的部分或全部索引,所述S个索引为所述通信装置从所述第一通信装置和所述S-1个第一通信装置接收到的索引,所述S2个第一通信装置为上报所述S2个索引的第一通信装置,S2为大于1小于等于S的整数。
- 根据权利要求29或30所述的通信装置,其特征在于,所述第一预编码向量所属的码本包括K*M个预编码向量,每个预编码向量为一个N维的向量,K为所述码本对应的所述信道的空间深度的量化电平数,M为所述码本对应的所述信道的空间角度的量化电平数,N为所述通信装置的天线端口个数,K、M和N均为大于0的整数。
- 根据权利要求29-31任一项所述的通信装置,其特征在于,所述第一预编码向量所属的码本通过采用所述信道的空间深度的量化电平集合和所述信道的空间角度的量化电平集合,对所述通信装置的天线端口组导向向量进行采样得到。
- 根据权利要求32所述的通信装置,其特征在于,所述天线端口组导向向量根据所述信道的空间深度、所述信道的空间角度以及所述通信装置的天线端口组相关参数确定, 所述天线端口组相关参数包括天线端口间距、天线端口数、天线端口的空间排列中的一个或多个。
- 根据权利要求32或33所述的通信装置,其特征在于,所述信道的空间深度的量化电平集合根据所述信道的先验统计信息和容许使用的量化比特数确定,所述先验统计信息包括:所述信道的空间深度的最大值和所述信道的空间深度的最小值,或者,所述信道的空间深度的均值和所述信道的空间深度的方差,或者,所述信道的空间深度的概率分布函数。
- 根据权利要求31-34任一项所述的通信装置,其特征在于,所述码本中符合匹配度要求的预编码向量对应的索引为所述第一索引,所述符合匹配度要求的预编码向量通过所述第一通信装置确定的CSI估计值与所述码本进行匹配确定,或者,所述符合匹配度要求的预编码向量通过所述第一通信装置确定的CSI估计值和噪声统计协方差矩阵与所述码本进行匹配确定。
- 根据权利要求31-34任一项所述的通信装置,其特征在于,所述第一索引包括L个子索引,所述码本中符合匹配度要求的L个预编码向量对应的索引为所述第一索引,所述符合匹配度要求的L个预编码向量通过所述第一通信装置确定的CSI估计值与所述码本进行匹配确定,或者,所述符合匹配度要求的L个预编码向量通过所述第一通信装置确定的CSI估计值和噪声统计协方差矩阵与所述码本进行匹配确定。
- 一种通信装置,其特征在于,包括处理器和存储器,所述处理器和所述存储器耦合,所述处理器用于实现如权利要求1至9中任一项所述的方法。
- 一种通信装置,其特征在于,包括处理器和存储器,所述处理器和所述存储器耦合,所述处理器用于实现如权利要求10至17中任一项所述的方法。
- 一种通信装置,其特征在于,包括处理器和接口电路,所述接口电路用于接收来自所述通信装置之外的其它通信装置的信号并传输至所述处理器或将来自所述处理器的信号发送给所述通信装置之外的其它通信装置,所述处理器通过逻辑电路或执行代码指令用于实现如权利要求1至9中任一项所述的方法。
- 一种通信装置,其特征在于,包括处理器和接口电路,所述接口电路用于接收来自所述通信装置之外的其它通信装置的信号并传输至所述处理器或将来自所述处理器的信号发送给所述通信装置之外的其它通信装置,所述处理器通过逻辑电路或执行代码指令用于实现如权利要求10至17中任一项所述的方法。
- 一种通信系统,其特征在于,包括如权利要求18、20~28、37中任一项所述的通信装置,和如权利要求19、29~36、38中任一项所述的通信装置。
- 一种计算机可读存储介质,其特征在于,包括计算机执行指令,当所述计算机执行指令在计算机上运行时,使得如权利要求1至9中任一项,或者,如权利要求10至17中任一项所述的方法被执行。
- 一种计算机程序产品,其特征在于,包括计算机执行指令,当所述计算机执行指令在计算机上运行时,使得如权利要求1至9中任一项,或者,如权利要求10至17中任一项所述的方法被执行。
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