WO2017107593A1 - Beam training method and apparatus - Google Patents
Beam training method and apparatus Download PDFInfo
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- WO2017107593A1 WO2017107593A1 PCT/CN2016/099370 CN2016099370W WO2017107593A1 WO 2017107593 A1 WO2017107593 A1 WO 2017107593A1 CN 2016099370 W CN2016099370 W CN 2016099370W WO 2017107593 A1 WO2017107593 A1 WO 2017107593A1
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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
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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
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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
- H04B7/06—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station
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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
- H04B7/06—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
- H04B7/0617—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 for beam forming
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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
- H04B7/08—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the receiving station
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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
- H04B7/08—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the receiving station
- H04B7/0868—Hybrid systems, i.e. switching and combining
- H04B7/088—Hybrid systems, i.e. switching and combining using beam selection
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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
- H04B7/0408—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas using two or more beams, i.e. beam diversity
Definitions
- the present invention relates to the field of communications technologies, and in particular, to a beam training method and apparatus.
- LTE/LTE-Advanced proposes many technical strategies to optimize 3GPP wireless access from three dimensions: frequency domain, time domain and airspace.
- 3GPP wireless access is capable of supporting the rapid growth of wireless data services.
- increasing bandwidth is an effective and direct way to increase link capacity.
- beam aggregation technology allows LTE-Advanced to use up to 100MHz of bandwidth to meet this capacity requirement.
- the single-input single-output (SISO) + beamforming (Beamforming) mode is an important system architecture with low complexity and easy implementation.
- the SISO-Beamforming mode has been widely used.
- the antenna array of the receiver and the transmitter respectively has n r and n t antenna units, and the antenna units have the same transmission power and are capable of radio frequency ( The RF) signal is phase shifted.
- the antenna unit of the transceiver is connected to a single analog RF link.
- a single data stream is transmitted from multiple weight antenna units; at the receiving end, signals from multiple antenna elements are weighted and combined into a single signal stream, as shown in FIG.
- AWV Application Weighting Vector
- the base station will attempt to train multiple users (UEs) during each beam training. For example, as shown in FIG. 2, the base station needs to separately train UE-a, UE-b, and UE-c, and find an optimal beam combination corresponding to each UE for constructing a transmission link.
- the paths Path a , Path b, and Path c represent the strongest physical paths corresponding to UE-a, UE-b, and UE-c, respectively.
- the purpose of performing beam training between the base station and UE-a, UE-b, and UE-c is to distinguish the beam combinations corresponding to Path a , Path b, and Path c , respectively.
- the beam combination corresponding to the path a constitutes a data transmission link between the base station and the UE-a
- the beam combination corresponding to the path b constitutes a data transmission link between the base station and the UE-b
- the beam combination corresponding to the path c constitutes the base station and the UE.
- the beam training process between UEs is not related to each other.
- the base station performs beam training with multiple terminals.
- the base station scans all the transmit beams, and each UE uses an omnidirectional antenna to receive and separately selects the base station transmit beam sequence number for obtaining the optimal channel quality; then, each UE will The sequence numbers of the respective selected transmit beams are fed back to the base station; the base station sequentially transmits corresponding beams to the UEs according to the transmit beam numbers fed back by the UE, and each UE performs the reception and scan on the directional beams sent by the base station to the base station, and then determines its own optimality. Receive beam.
- the base station needs to separately perform beam training with multiple UEs according to the feedback time division of each UE, as the number of UEs increases, the beam training pilot cost will increase sharply, thereby reducing spectrum utilization and affecting system throughput. .
- the technical problem to be solved by the present invention is to provide a beam training method and apparatus, which can improve beam training efficiency and reduce beam training overhead.
- the present invention provides a beam training method applied to a user terminal, the method comprising:
- the antenna weight vector AWV of the probe beam is known to the user terminal;
- the information of the best directional transmit beam is fed back to the base station.
- the estimating a channel response under different probe beams according to the receiving of the beam training pilot includes:
- Channel response estimation matrix L represents the maximum delay spread of the channel, and m represents the number of times the base station transmits the beam training pilot.
- the receiving the best critical path from the time domain resolution comprises:
- the row vector having the largest energy is selected as the critical path, and the relative delay ⁇ corresponding to the critical path is:
- the argmax function represents Find the maximum value for the variable And output its corresponding variable
- Column vector 2 norm, expressed Signal energy Indicates the relative delay is
- the channel vector of the m-th channel response estimate corresponding to the path is the channel response estimation matrix.
- First Transpose of the line; m represents the number of times the base station transmits the beam training pilot.
- the determining, according to the identified critical path, the best directional transmit beam and the best directional receive beam combination from the preset directional transmission codebook including:
- the argmin function indicates that the minimum value is found by using ⁇ as a variable Represents the square of the 2 norm, ⁇ ⁇ represents the ⁇ column vector of the detection matrix ;;
- the argmax function indicates that the maximum value is found by using ⁇ as a variable
- indicates an absolute value
- the optimal directional transmit beam and the best directional receive beam combination include: an optimal directional transmit beam sequence number And optimal directional receive beam number
- the best directional transmit beam sequence number is a sequence number of the AWV of the best directional transmit beam in a preset directional transmit codebook
- the best directional receive beam sequence number is the AWV of the best directional receive beam.
- receiving the beam training pilot sent by the base station including:
- the AWV of the transmitting probe beam corresponding to each beam training pilot is different, and the AWV of the receiving probe beam corresponding to each beam training pilot is also different; m is greater than or equal to 1;
- the AWV of the transmit probe beam corresponding to the beam training pilot is different from the AWV of the directional transmit beam determined by the preset directional transmission codebook in the data transmission phase; and the receive probe beam corresponding to the beam training pilot The AWV is different from the AWV of the directional receive beam determined by the preset directional transmission codebook in the data transmission phase.
- the transmit probe beam and the receive probe beam corresponding to the beam training pilot have at least one of the following characteristics:
- the AWV of the transmit probe beam and the receive probe beam corresponding to the beam training pilot are both generated by a ⁇ 1 Bernoulli random distribution function.
- the present invention also provides a beam training method applied to a base station, the method comprising:
- the transmit probe beam corresponding to the beam training pilot has at least one of the following characteristics:
- the AWV of the transmit probe beam corresponding to the beam training pilot is generated by a ⁇ 1 Bernoulli random distribution function.
- sending a beam training pilot to the user terminal including:
- the AWV of the transmitting probe beam corresponding to each beam training pilot is different; m is greater than or equal to 1;
- the AWV of the transmit probe beam corresponding to the beam training pilot is different from the AWV of the directional transmit beam determined by the preset directional transmission codebook in the data transmission phase.
- sending the beam training pilot to the user terminal includes: broadcasting the beam training pilot to the multiple user terminals.
- the information of the optimal directional transmit beam is a sequence number of the AWV of the optimal directional transmit beam in a preset directional transmission codebook
- the preset directional transmission codebook is a codebook used by the base station in the transmission phase.
- the present invention provides a beam training device applied to a user terminal, including:
- a pilot receiving module configured to receive a beam training pilot transmitted by the base station, where an antenna weight vector AWV of the transmitting probe beam corresponding to the beam training pilot is known by the user terminal;
- An estimation module is configured to estimate a channel response under different probe beams according to the reception of the beam training pilot, and receive an optimal critical path from the time domain, and transmit the codebook from the preset orientation according to the identified critical path. Determining an optimal directional transmit beam and an optimal directional receive beam combination;
- a feedback module configured to feed back information of the best directional transmit beam to the base station.
- the estimating module is configured to estimate a channel response under different probe beams according to the receiving of the beam training pilot, including:
- Channel response estimation matrix L represents the maximum delay spread of the channel, and m represents the number of times the base station transmits the beam training pilot.
- the estimation module is configured to receive the best critical path from the time domain resolution, including:
- the argmax function represents Find the maximum value for the variable And output its corresponding variable
- Column vector 2 norm, expressed Signal energy Indicates the relative delay is
- the channel vector of the m-th channel response estimate corresponding to the path is the channel response estimation matrix.
- First Transpose of the line; m represents the number of times the base station transmits the beam training pilot.
- the estimating module is configured to determine, according to the identified critical path, the best directional transmit beam and the best directional receive beam combination from the preset directional transmission codebook, including:
- the argmin function indicates that the minimum value is found by using ⁇ as a variable Represents the square of the 2 norm, ⁇ ⁇ represents the ⁇ column vector of the detection matrix ;;
- the argmax function indicates that the maximum value is found by using ⁇ as a variable
- indicates an absolute value
- the optimal directional transmit beam and the best directional receive beam combination include: an optimal directional transmit beam sequence number And optimal directional receive beam number
- the best directional transmit beam sequence number is a sequence number of the AWV of the best directional transmit beam in a preset directional transmit codebook
- the best directional receive beam sequence number is the AWV of the best directional receive beam.
- the pilot receiving module is configured to receive the beam training pilot sent by the base station, including:
- the AWV of the transmitting probe beam corresponding to each beam training pilot is different, and the AWV of the receiving probe beam corresponding to each beam training pilot is also different; m is greater than or equal to 1;
- the AWV of the transmit probe beam corresponding to the beam training pilot is different from the AWV of the directional transmit beam determined by the preset directional transmission codebook in the data transmission phase; and the receive probe beam corresponding to the beam training pilot The AWV is different from the AWV of the directional receive beam determined by the preset directional transmission codebook in the data transmission phase.
- the transmit probe beam and the receive probe beam corresponding to the beam training pilot have at least one of the following characteristics:
- the AWV of the transmit probe beam and the receive probe beam corresponding to the beam training pilot are both generated by a ⁇ 1 Bernoulli random distribution function.
- the present invention also provides a beam training device applied to a base station, including:
- a pilot transmission module configured to send a beam training pilot to the user terminal, where an antenna weight vector AWV of the transmit probe beam corresponding to the beam training pilot is known by the user terminal;
- the response receiving module is configured to receive information of the best directional transmit beam determined by the user terminal from the preset directional transmission codebook fed back by the user terminal.
- the transmit probe beam corresponding to the beam training pilot has at least one of the following characteristics:
- the AWV of the transmit probe beam corresponding to the beam training pilot is generated by a ⁇ 1 Bernoulli random distribution function.
- the pilot sending module is configured to send a beam training pilot to the user terminal, including:
- the AWV of the transmitting probe beam corresponding to each beam training pilot is different; m is greater than or equal to 1;
- the AWV of the transmit probe beam corresponding to the beam training pilot is different from the AWV of the directional transmit beam determined by the preset directional transmission codebook in the data transmission phase.
- the pilot sending module is configured to send the beam training pilot to the user terminal, including: broadcasting the beam training pilot to the multiple user terminals.
- the information of the optimal directional transmit beam is a sequence number of the AWV of the optimal directional transmit beam in a preset directional transmission codebook
- the preset directional transmission codebook is a codebook used by the base station in the transmission phase.
- the present invention provides a beam training method and apparatus.
- the beam training phase uses non-directional beam for training, and the user terminal can estimate the combination of the best transmit beam and the receive beam from the channel response, because the base station can Each user terminal is trained in parallel, thereby greatly improving the efficiency of beam training and reducing the overhead of beam training.
- FIG. 1 is a schematic diagram of a transceiver end of a SISO-Beamforming communication system in the related art.
- FIG. 2 is a schematic diagram of a multi-user beam training scenario under SISO-Beamforming in the related art.
- FIG. 3 is a schematic diagram showing a phased process of a training process according to an embodiment of the present invention.
- FIG. 4 is a radiation diagram of a probe beam antenna generated by a Bernoulli random distribution function according to an embodiment of the present invention.
- FIG. 5 is a schematic diagram of pilot transmission and reception according to an embodiment of the present invention.
- FIG. 6 is a schematic flowchart of a detection phase according to an embodiment of the present invention.
- FIG. 7 is a flowchart (base station side) of a beam training method according to an embodiment of the present invention.
- FIG. 8 is a flowchart (user terminal side) of a beam training method according to an embodiment of the present invention.
- FIG. 9 is a schematic diagram of a beam training apparatus (base station side) according to an embodiment of the present invention.
- FIG. 10 is a schematic diagram of a beam training apparatus (user terminal side) according to an embodiment of the present invention.
- the data transmission beam antenna weight vector (AWV) set in the data transmission phase may be different from the detection beam AWV set in the waveform training phase. If the transmission beam AWV in the data transmission phase is the same as the detection beam AWV in the beam training phase, the solution proposed in this patent can still be supported. Accordingly, the transmission beam AWV is indicated by the symbol "w" and the detection beam AWV is represented by the symbol "u”. Specifically, the transmission beam AWV is specified by a preset directional beam codebook.
- the transmission beam codebook is an n ⁇ K matrix, ie n represents the number of antenna elements, and K represents the number of directional beams specified by the transmission beam codebook, and n ⁇ K.
- the received transmission beam codebook is a matrix of n r ⁇ K r , ie Where n r represents the number of antenna elements at the receiving end, and K r represents the number of directional beams specified by the received codebook matrix.
- the transmit transmission beam codebook is a matrix of n t ⁇ K t , ie Where n t represents the number of antenna elements at the transmitting end, and K t represents the number of directional beams specified by the transmitted codebook matrix.
- Each column of the matrix and the matrix W t W r are generated directional beam represents a preset AWV.
- w r,k denotes the kth column of the received codebook matrix W r
- w t,l denotes the first column of the transmitted codebook matrix W t .
- beam training finds the optimal beam combination (k opt , l opt ) from the preset transmission beam codebook to maximize the receiver SNR during the data transmission phase, where k opt represents the best column number in the received code combination of the beam of the matrix W r, l opt represents the column number of the best beam transmitted code matrix W t of the present compositions.
- the overall training process consists of four phases: the initialization phase, the training phase, the detection phase, and the response phase.
- One of the base stations trains T UEs.
- the base station broadcasts pilots to all UEs, and each UE can implement beam combination detection separately.
- Each UE feeds back the detected optimal beam number of the transmitting end to the base station. This means that multi-user beam training is parallel and the training overhead is independent of the number of loads in the network.
- the beam training method of the present invention specifically includes the following four stages:
- the base station starts beam training with multiple UEs (User Equipments).
- UEs User Equipments
- the base station broadcasts training pilots to all UEs. Each UE receives the training pilot.
- the transmission probe beam AWV is different, and the reception probe beam AWV is also different.
- the transmitting probe beam AWV of the base station can be known to each UE by a prior agreement.
- the proposed probe beam requires that the antenna gain envelope have non-significant directional characteristics, and there is no significant correlation between the two beams, that is, independence.
- the probe beam is implemented by the configuration of the antenna array AWV. For example, all elements in the AWV (u r, i and u t, i ) of each probe beam are generated by a ⁇ 1 Bernoulli random distribution function and are independent of each other. .
- a method of generating a probe beam AWV is as follows:
- u t,i [1;-1;1;1;-1;1;1;1;1;1;1;-1;-1;-1;-1],(b)
- u r,i [-1;-1;-1;-1;-1;-1;1;-1;-1;-1;1;-1;1;1;1].
- the above detection beam does not have a clear directivity.
- the beam training pilot is composed of multiple x sequence repetitions.
- the x sequence is a classical channel estimation sequence, such as a PN sequence or a Golay sequence.
- the transmit and receive beams (AWV) corresponding to each x channel estimation sequence are different, and the transmitting end transmits the AWV used by the pilot, and the receiving end needs to be known. Therefore, the transmitting end AWV can be transmitted to the receiving end in advance, or the AWV generating mode can be directly determined by the protocol (for example, the protocol specifies the channel estimation pilot, and the receiving end is known).
- the total number of transmitted and received x sequences is m, which determines the entire training overhead.
- the number of probe beam combinations m ⁇ log(K r K t ).
- the empirical parameter ⁇ is called the probe beam combination number coefficient, which determines the effect of beam combination detection. Specifically, as the probe beam combination number coefficient ⁇ increases, we can obtain better detection performance, but it also generates more training overhead.
- the system can set the transmission beam AWV codebook according to actual needs.
- the transmission beam AWV codebook specified by the IEEE 802.15.3c standard.
- the codebook only requires that the analog phase shifter provide four controllable phases of 0°, 90°, 180°, and 270°.
- the value of the (i, m) element of the transmission phase codebook matrix W is expressed as:
- n-1 0, ...
- K-1 the codebook number
- K the number of directional codebooks (the number of controllable beams).
- each UE independently estimates the channel response under different probe beams AWV, thereby independently detecting the corresponding optimal beam combination. If the UE receives the broadcast beam training pilot, it is desirable to obtain the key path beam combination sequence number set by the critical path beam combination detection algorithm. with among them, Indicates the transmit beam number, Can be provided to the base station, Indicates the receiving beam number, Can be provided to the UE.
- the critical path beam combination detection algorithm distinguishes the critical path from the time domain, and then detects the corresponding optimal beam combination from the preset transmission beam AWV codebook. Since the beam generated by the data transmission beam codebook has strong directivity, the process of detecting the beam combination is equivalent to the spatial domain search. Specifically, the algorithm consists of channel estimation, critical path selection, and optimal beam combination detection. The block diagram is shown in FIG. 6.
- Channel response estimation matrix L represents the maximum delay spread of the channel
- m represents the number of repeated transmission x sequences, which is also the number of probe beam combinations.
- the row vector with the largest energy is selected, that is, the critical path with the largest energy is selected, wherein the relative delay is used as the identifier of the critical path. If ⁇ is used to represent the relative delay corresponding to the critical path, then
- argmax function is represented by Find the maximum value for the variable And output its corresponding variable
- Column vector 2 norm ie Signal energy Indicates the relative delay
- the m-th channel response of the path is estimated by the column vector and is the channel response estimation matrix First Transpose of the line; m represents the number of times the beam training pilot is repeatedly transmitted, and is also the number of probe beam combinations.
- the critical path is the physical channel path pointed by the optimal beam combination. After estimating the relative delay ⁇ of the critical path in the time domain, if the receiving end knows the transmitting beam sequence number of the transmitting end, the maximum likelihood estimation can be used to estimate the location.
- the best received beam sequence number that best matches the transmit beam number is as follows:
- the argmin function indicates that the minimum value is found by using ⁇ as a variable Represents the square of the 2 norm, ⁇ ⁇ represents the ⁇ column vector of the detection matrix ;;
- the argmax function indicates that the maximum value is found by using ⁇ as a variable
- indicates an absolute value
- the detection matrix Is known, the ith i-behavior column vector Directive reception is preset codebook, n r represents the number of the receiving end of the antenna element, K r represents the predetermined directional beam number received codebook specified orientation; Is a preset directional transmission codebook, n t represents the number of antenna units at the transmitting end, K t represents the number of directional beams specified by the preset directional transmission codebook; “u” represents the detection beam AWV, u r, i represents the ith Receiving the probe beam AWV, u t, i represents the ith transmit probe beam AWV; the vec() function represents the column vectorization of the matrix;
- the multiple UEs feed back the training result including the optimal beam combination sequence number to the base station (each UE may sequentially feed back to the base station). Beam training ends.
- the invention can realize multi-user beam combination synchronous search, so that the training overhead and the number of users are independent from each other, which can greatly reduce the training overhead and improve the beam training efficiency.
- an embodiment of the present invention provides a beam training method, which is applied to a base station, and the method includes:
- S701 Send a beam training pilot to the user terminal, where an antenna weight vector AWV of the transmit probe beam corresponding to the beam training pilot is known by the user terminal;
- the sending a beam training pilot to the user terminal includes: broadcasting a beam training pilot to multiple user terminals;
- the AWV of the transmit probe beam corresponding to the beam training pilot is generated by a ⁇ 1 Bernoulli random distribution function; that is, the transmit probe beam corresponding to the beam training pilot is implemented by configuring the antenna array AWV. For example, all elements in the AWV(u t,i ) of each transmitted probe beam are generated by a ⁇ 1 Bernoulli random distribution function and are independent of each other.
- the sending a beam training pilot to the user terminal includes:
- the AWV of the transmitting probe beam corresponding to each beam training pilot is different; m is greater than or equal to 1;
- the AWV of the transmit probe beam corresponding to the beam training pilot is different from the AWV of the directional transmit beam determined by the preset directional transmission codebook in the data transmission phase;
- the information of the optimal directional transmit beam is a sequence number of the AWV of the optimal directional transmit beam in a preset directional transmission codebook; the preset directional transmission codebook is a code used by the base station in the transmission phase.
- the embodiment of the present invention provides a beam training method, which is applied to a user terminal, and the method includes:
- the receiving beam training pilots sent by the base station include:
- the AWV of the transmitting probe beam corresponding to each beam training pilot is different, and the AWV of the receiving probe beam corresponding to each beam training pilot is also different; m is greater than or equal to 1;
- the AWV of the transmit probe beam corresponding to the beam training pilot is different from the AWV of the directional transmit beam determined by the preset directional transmission codebook in the data transmission phase; and the receive probe beam corresponding to the beam training pilot AWV, which is different from the AWV of the directional receive beam determined by the preset directional transmission codebook in the data transmission phase;
- the AWV of the probe beam (transmitting the probe beam and the receiving probe beam) corresponding to the beam training pilot is generated by a ⁇ 1 Bernoulli random distribution function; that is, the probe beam corresponding to the beam training pilot (send detection)
- the beam and the receiving probe beam are implemented by the configuration of the antenna array AWV. For example, all elements in the AWV (u t, i , u r, i ) of each probe beam are generated by a ⁇ 1 Bernoulli random distribution function. And independent of each other.
- the estimating the signals under different probe beams according to the receiving of the beam training pilots Road response including:
- Channel response estimation matrix L represents the maximum delay spread of the channel, and m represents the number of times the base station transmits the beam training pilot, that is, the number of probe beam combinations;
- the receiving the best critical path from the time domain resolution comprises:
- the row vector having the largest energy is selected as the critical path, and the critical path is identified by the relative delay ⁇ ;
- the argmax function represents Find the maximum value for the variable And output its corresponding variable
- Column vector 2 norm, expressed Signal energy Indicates the relative delay is The column vector formed by the estimated m-channel channel response is the channel response matrix.
- First Transpose of the line; m represents the number of times the base station transmits the beam training pilot, that is, the number of probe beam combinations;
- the determining, according to the identified critical path, the optimal directional transmit beam and the optimal directional receive beam combination from the preset directional transmission codebook including:
- the argmin function indicates that the minimum value is found by using ⁇ as a variable Represents the square of the 2 norm, ⁇ ⁇ represents the ⁇ column vector of the detection matrix ;;
- the argmax function indicates that the maximum value is found by using ⁇ as a variable
- indicates an absolute value
- the best directional transmit beam and the best directional receive beam combination include the best directional transmit beam sequence number And optimal directional receive beam number
- the best directional transmit beam sequence number is a sequence number of the AWV of the best directional transmit beam in a preset directional transmit codebook, and the best directional receive beam sequence number is the AWV of the best directional receive beam.
- the preset directional transmission codebook is a transmission codebook used by the base station in the transmission phase
- the preset directional reception codebook is a received codebook used by the user terminal in the transmission phase
- an embodiment of the present invention provides a beam training apparatus, which is applied to a base station, and includes:
- the pilot transmission module 901 is configured to send a beam training pilot to the user terminal, where the antenna weight vector AWV of the transmit probe beam corresponding to the beam training pilot is known by the user terminal;
- the response receiving module 902 is configured to receive information of the best directional transmit beam determined by the user terminal from the preset directional transmission codebook fed back by the user terminal.
- the AWV of the transmit probe beam corresponding to the beam training pilot is generated by a ⁇ 1 Bernoulli random distribution function.
- the pilot sending module 901 is configured to send a beam training pilot to the user terminal, including:
- the AWV of the transmitting probe beam corresponding to each beam training pilot is different; m is greater than or equal to 1;
- the AWV of the transmit probe beam corresponding to the beam training pilot is different from the AWV of the directional transmit beam determined by the preset directional transmission codebook in the data transmission phase.
- the pilot sending module 901 is configured to send a beam training pilot to the user terminal, including: broadcasting a beam training pilot to multiple user terminals.
- the information of the optimal directional transmit beam is the sequence number of the AWV of the optimal directional transmit beam in a preset directional transmission codebook; wherein the preset directional transmission codebook is used by the base station in the transmission phase. Codebook.
- an embodiment of the present invention provides a beam training device, which is applied to a user terminal, and includes:
- the pilot receiving module 1001 is configured to receive a beam training pilot transmitted by the base station, where an antenna weight vector AWV of the transmitting probe beam corresponding to the beam training pilot is known by the user terminal;
- the estimating module 1002 is configured to: estimate a channel response under different probe beams according to the receiving of the beam training pilot, receive an optimal critical path from the time domain, and transmit the codebook from the preset orientation according to the identified critical path. Determining an optimal directional transmit beam and an optimal directional receive beam combination;
- the feedback module 1003 is configured to feed back information of the best directional transmit beam to the base station.
- the estimation module 1002 is configured to estimate according to the reception of the pilot training pilot.
- Channel response under the same probe beam including:
- Channel response estimation matrix L represents the maximum extended delay of the channel, and m represents the number of times the base station transmits the beam training pilot.
- the estimation module 1002 is configured to receive the best critical path from the time domain resolution, including:
- the row vector having the largest energy is selected as the critical path, and the relative delay ⁇ corresponding to the critical path is:
- the argmax function represents Find the maximum value for the variable And output its corresponding variable
- Column vector 2 norm, expressed Signal energy Indicates the relative delay is
- the channel vector of the m-th channel response estimate corresponding to the path is the channel response estimation matrix.
- First Transpose of the line; m represents the number of times the base station transmits the beam training pilot.
- the estimating module 1002 is configured to determine, according to the identified critical path, the best directional transmit beam and the best directional receive beam combination from the preset directional transmission codebook, including:
- the argmin function indicates that the minimum value is found by using ⁇ as a variable Represents the square of the 2 norm, ⁇ ⁇ represents the ⁇ column vector of the detection matrix ;;
- the argmax function indicates that the maximum value is found by using ⁇ as a variable
- indicates an absolute value
- the detection matrix Is known, the ith i-behavior column vector Directive reception is preset codebook, n r represents the number of the receiving end of the antenna element, K r represents the predetermined directional beam number received codebook specified orientation; Is a preset directional transmission codebook, n t represents the number of antenna units at the transmitting end, K t represents the number of directional beams specified by the preset directional transmission codebook; “u” represents the detection beam AWV, u r, i represents the ith The receive probe beam AWV, u t,i represents the ith transmit probe beam AWV, and the vec() function represents the column vectorization of the matrix.
- the best directional transmit beam and the best directional receive beam combination include: optimal directional transmit beam sequence number And optimal directional receive beam number
- the best directional transmit beam sequence number is a sequence number of the AWV of the best directional transmit beam in a preset directional transmit codebook
- the best directional receive beam sequence number is the AWV of the best directional receive beam.
- the pilot receiving module 1001 is configured to receive a beam training pilot sent by the base station, including:
- the AWV of the transmitting probe beam corresponding to each beam training pilot is different, and the AWV of the receiving probe beam corresponding to each beam training pilot is also different; m is greater than or equal to 1;
- the AWV of the transmit probe beam corresponding to the beam training pilot is different from the AWV of the directional transmit beam determined by the preset directional transmission codebook in the data transmission phase; and the receive probe beam corresponding to the beam training pilot The AWV is different from the AWV of the directional receive beam determined by the preset directional transmission codebook in the data transmission phase.
- the AWV of the transmit probe beam and the receive probe beam corresponding to the beam training pilot are both generated by a ⁇ 1 Bernoulli random distribution function.
- the beam training phase uses non-directional beam for training, and the user terminal can estimate the combination of the best transmit beam and the receive beam from the channel response. Since the base station can train each user terminal in parallel, Therefore, the efficiency of beam training is greatly improved, and the overhead of beam training is reduced.
- the beam training method and apparatus provided by the embodiments of the present invention have the following beneficial effects: since the base station can train each user terminal in parallel, the beam training efficiency is greatly improved, and the beam training overhead is reduced.
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Abstract
Disclosed is a beam training method, which is applied in a user terminal. The method comprises: receiving a beam training pilot frequency transmitted by a base station, wherein an antenna weight vector (AWV) transmitting a detection beam and corresponding to the beam training pilot frequency is known to the user terminal; estimating, according to the reception of the beam training pilot frequency, a channel response under different detection beams, recognizing a key path with an optimal reception from a time domain and determining a combination of an optimal directional transmission beam and an optimal directional receiving beam from a pre-set directional transmission codebook according to the recognized key path; and feeding back information about the optimal directional transmission beam to the base station. By means of the present invention, beam training efficiency can be improved and beam training overhead can be reduced.
Description
本发明涉及通信技术领域,尤其涉及的是一种波束训练方法和装置。The present invention relates to the field of communications technologies, and in particular, to a beam training method and apparatus.
为了实现信道容量的大幅度增加,LTE/LTE-Advanced从频域、时域以及空域三个维度提出了诸多技术策略来优化3GPP无线接入。在LTE/LTE-Advanced标准的持续演进中,3GPP无线接入得以支撑无线数据业务的快速增长。在诸多技术点中,增加带宽是一种有效而直接的提升链路容量的方法。特别是,波束聚合技术使得LTE-Advanced最多可用高达100MHz的带宽以满足这一容量需求。In order to achieve a large increase in channel capacity, LTE/LTE-Advanced proposes many technical strategies to optimize 3GPP wireless access from three dimensions: frequency domain, time domain and airspace. In the continuous evolution of the LTE/LTE-Advanced standard, 3GPP wireless access is capable of supporting the rapid growth of wireless data services. Among many technical points, increasing bandwidth is an effective and direct way to increase link capacity. In particular, beam aggregation technology allows LTE-Advanced to use up to 100MHz of bandwidth to meet this capacity requirement.
但是,随着容量需求的指数级增加,工业界和学术界在未来5G移动通讯使用更宽带宽(超过100MHz)达成广泛共识。但是,低频段的频带非常拥塞而且极为紧张,人们将目光投入到了大于6GHz的高频带通信(例如毫米波通信)。高频带在带来大带宽的同时,通信的链路损耗也快速增加。例如,60GHz通信的自由空间损耗比2.4GHz损耗高出28dB。在这种情况下,高频带通信需要使用天线阵列和波束训练技术来实现波束对准和获得足够的链路增益。However, as the exponential increase in capacity demand, industry and academia have reached broad consensus on the use of wider bandwidth (over 100 MHz) in future 5G mobile communications. However, the frequency band in the low frequency band is very congested and extremely tight, and people are turning their attention to high-band communication (eg, millimeter wave communication) greater than 6 GHz. While the high frequency band brings a large bandwidth, the link loss of communication also increases rapidly. For example, the free space loss of 60 GHz communication is 28 dB higher than the 2.4 GHz loss. In this case, high-band communication requires the use of antenna arrays and beam training techniques to achieve beam alignment and obtain sufficient link gain.
在高频带5G移动通信或毫米波通信场景中,单输入单输出(SISO)+波束赋型(Beamforming)模式是一种重要系统架构,具有复杂度低、便于实现等优点。在现有的60-GHz毫米波系统(例如IEEE 802.11ad、802.15.3c)中,该SISO-Beamforming模式已被广泛应用。具体而言,如图1所示,SISO-Beamforming收发机组中,接收机和发送机的天线阵列分别有nr和nt个天线单元,这些天线单元拥有相同的发射功率,并且能够对射频(RF)信号进行移相。收发机的天线单元连接着单个模拟RF链路。
在发送端,单个数据流从多个权重天线单元发送;在接收端,来自多个天线单元的信号加权并汇合成单信号流,如图1所示。在给定AWV(Antenna Weighting Vector,天线权重矢量)码本的情况下,波束训练的目标就是从所有可控的波束组合中分辨出最优波束组合,形成定向通信链路。In the high-band 5G mobile communication or millimeter wave communication scenario, the single-input single-output (SISO) + beamforming (Beamforming) mode is an important system architecture with low complexity and easy implementation. In the existing 60-GHz millimeter wave system (for example, IEEE 802.11ad, 802.15.3c), the SISO-Beamforming mode has been widely used. Specifically, as shown in FIG. 1, in the SISO-Beamforming transceiver unit, the antenna array of the receiver and the transmitter respectively has n r and n t antenna units, and the antenna units have the same transmission power and are capable of radio frequency ( The RF) signal is phase shifted. The antenna unit of the transceiver is connected to a single analog RF link. At the transmitting end, a single data stream is transmitted from multiple weight antenna units; at the receiving end, signals from multiple antenna elements are weighted and combined into a single signal stream, as shown in FIG. Given the AWV (Antenna Weighting Vector) codebook, the goal of beam training is to resolve the optimal beam combination from all controllable beam combinations to form a directional communication link.
在高频带5G移动通信或毫米波通信中,基站在每次波束训练的过程中将尝试训练多个用户(UE)。例如,如图2所示,基站需要分别训练UE-a、UE-b和UE-c,并找到各UE对应的最优波束组合用于构建传输链路。其中,路径Patha、Pathb和Pathc分别表示UE-a、UE-b和UE-c对应的最强物理路径。基站与UE-a、UE-b和UE-c之间分别进行波束训练的目的是分别分辨出Patha、Pathb和Pathc对应的波束组合。Patha对应的波束组合构成基站与UE-a之间的数据传输链路,Pathb对应的波束组合构成基站与UE-b之间的数据传输链路,Pathc对应的波束组合构成基站与UE-c之间的数据传输链路。各UE之间的波束训练过程互不相关。In high-band 5G mobile communication or millimeter-wave communication, the base station will attempt to train multiple users (UEs) during each beam training. For example, as shown in FIG. 2, the base station needs to separately train UE-a, UE-b, and UE-c, and find an optimal beam combination corresponding to each UE for constructing a transmission link. The paths Path a , Path b, and Path c represent the strongest physical paths corresponding to UE-a, UE-b, and UE-c, respectively. The purpose of performing beam training between the base station and UE-a, UE-b, and UE-c is to distinguish the beam combinations corresponding to Path a , Path b, and Path c , respectively. The beam combination corresponding to the path a constitutes a data transmission link between the base station and the UE-a, and the beam combination corresponding to the path b constitutes a data transmission link between the base station and the UE-b, and the beam combination corresponding to the path c constitutes the base station and the UE. The data transmission link between -c. The beam training process between UEs is not related to each other.
相关技术中,基站与多个终端之间进行波束训练,首先,基站扫描所有的发射波束,各个UE使用全向天线接收并分别选择获得最优信道质量的基站发射波束序号;然后,各个UE将各自所选发射波束的序号反馈给基站;基站根据UE反馈的发射波束序号依次向各个UE发射相应的波束,各个UE分时对基站发送给自己的定向波束进行接收扫描,然后确定自己的最优接收波束。In the related art, the base station performs beam training with multiple terminals. First, the base station scans all the transmit beams, and each UE uses an omnidirectional antenna to receive and separately selects the base station transmit beam sequence number for obtaining the optimal channel quality; then, each UE will The sequence numbers of the respective selected transmit beams are fed back to the base station; the base station sequentially transmits corresponding beams to the UEs according to the transmit beam numbers fed back by the UE, and each UE performs the reception and scan on the directional beams sent by the base station to the base station, and then determines its own optimality. Receive beam.
由于基站需要根据各UE的反馈分时与多个UE分别进行波束训练,因此,随着UE数目的增加,波束训练导频花销会急剧升高,进而降低频谱利用率,影响了系统吞吐率。Since the base station needs to separately perform beam training with multiple UEs according to the feedback time division of each UE, as the number of UEs increases, the beam training pilot cost will increase sharply, thereby reducing spectrum utilization and affecting system throughput. .
发明内容Summary of the invention
本发明所要解决的技术问题是提供一种波束训练方法和装置,能够提高波束训练效率,降低波束训练开销。The technical problem to be solved by the present invention is to provide a beam training method and apparatus, which can improve beam training efficiency and reduce beam training overhead.
本发明提供了一种波束训练方法,应用于用户终端,该方法包括:The present invention provides a beam training method applied to a user terminal, the method comprising:
接收基站发送的波束训练导频;其中,所述波束训练导频对应的发送
探测波束的天线权重矢量AWV是所述用户终端已知的;Receiving, by the base station, a beam training pilot, where the beam training pilot corresponds to sending
The antenna weight vector AWV of the probe beam is known to the user terminal;
根据对所述波束训练导频的接收估计不同探测波束下的信道响应,从时域分辨接收最佳的关键路径,根据分辨出的关键路径从预设的定向传输码本中确定出最佳定向发射波束和最佳定向接收波束组合;Estimating the channel response under different probe beams according to the receiving of the beam training pilots, receiving the best critical path from the time domain, and determining the optimal orientation from the preset directional transmission codebook according to the identified critical path. a transmit beam and a best directional receive beam combination;
向基站反馈所述最佳定向发射波束的信息。The information of the best directional transmit beam is fed back to the base station.
可选地,所述根据对所述波束训练导频的接收估计不同探测波束下的信道响应,包括:Optionally, the estimating a channel response under different probe beams according to the receiving of the beam training pilot includes:
根据接收到的波束训练导频,利用信道估计算法估计各个探测波束AWV组合下的信道响应估计矩阵
Estimating the channel response estimation matrix under the combination of each probe beam AWV by using the channel estimation algorithm according to the received beam training pilot
其中,信道响应估计矩阵L表示信道最大时延扩展,m表示基站发送波束训练导频的次数。Channel response estimation matrix L represents the maximum delay spread of the channel, and m represents the number of times the base station transmits the beam training pilot.
可选地,所述从时域分辨接收最佳的关键路径,包括:Optionally, the receiving the best critical path from the time domain resolution comprises:
从信道响应矩阵的行向量中,选择具有最大能量的行向量作为关键路径,所述关键路径对应的相对时延ω是:Slave channel response matrix In the row vector, the row vector having the largest energy is selected as the critical path, and the relative delay ω corresponding to the critical path is:
其中,所述argmax函数表示以为变量来寻找具有最大值的并输出其对应的变量
是列向量的2范数,表示的信号能量;表示相对时延为的路径对应的m次信道响应估计构成的列向量,是信道响应估计矩阵的第行的转置;m表示基站发送波束训练导频的次数。Wherein the argmax function represents Find the maximum value for the variable And output its corresponding variable Column vector 2 norm, expressed Signal energy Indicates the relative delay is The channel vector of the m-th channel response estimate corresponding to the path is the channel response estimation matrix. First Transpose of the line; m represents the number of times the base station transmits the beam training pilot.
可选地,所述根据分辨出的关键路径从预设的定向传输码本中确定出最佳定向发射波束和最佳定向接收波束组合,包括:Optionally, the determining, according to the identified critical path, the best directional transmit beam and the best directional receive beam combination from the preset directional transmission codebook, including:
根据最大似然准则,最佳定向发射波束和最佳定向接收波束组合表示如下:
Optimal directional transmit beam and best directional receive beam combination based on maximum likelihood criteria Expressed as follows:
其中,所述argmin函数表示以χ为变量寻找具有最小值的表示2范数的平方,Θχ表示探测矩阵Θ的第χ列向量;Wherein, the argmin function indicates that the minimum value is found by using χ as a variable Represents the square of the 2 norm, Θ χ represents the χ column vector of the detection matrix ;;
其中,所述argmax函数表示以χ为变量寻找具有最大值的|·|表示绝对值;Wherein, the argmax function indicates that the maximum value is found by using χ as a variable |·| indicates an absolute value;
其中,探测矩阵是已知的,Θ的第i行为列向量
是预设的定向接收码本,nr表示接收端天线单元数,Kr表示预设的定向接收码本指定的定向波束数;是预设的定向发送码本,nt表示发送端天线单元数,Kt表示预设的定向发送码本指定的定向波束数;“u”表示探测波束AWV,ur,i表示第i个接收探测波束AWV,ut,i表示第i个发送探测波束AWV,vec()函数表示矩阵的列向量化。Among them, the detection matrix Is known, the ith i-behavior column vector Is a preset directional receiving codebook, n r represents the number of antenna units at the receiving end, and K r represents the number of directional beams specified by the preset directional receiving codebook; Is a preset directional transmission codebook, n t represents the number of antenna units at the transmitting end, K t represents the number of directional beams specified by the preset directional transmission codebook; “u” represents the detection beam AWV, u r, i represents the ith receive a probe beam AWV, u t, i denotes the i th probe beams transmitted AWV, vec () function is represented by the columns of the matrix quantization.
可选地,所述最佳定向发射波束和最佳定向接收波束组合中包括:最佳定向发射波束序号和最佳定向接收波束序号
Optionally, the optimal directional transmit beam and the best directional receive beam combination include: an optimal directional transmit beam sequence number And optimal directional receive beam number
其中,所述最佳定向发射波束序号是所述最佳定向发射波束的AWV在预设的定向发送码本中的序号,所述最佳定向接收波束序号是所述最佳定向接收波束的AWV在预设的定向接收码本中的序号。The best directional transmit beam sequence number is a sequence number of the AWV of the best directional transmit beam in a preset directional transmit codebook, and the best directional receive beam sequence number is the AWV of the best directional receive beam. The serial number in the preset received codebook.
可选地,接收基站发送的波束训练导频,包括:
Optionally, receiving the beam training pilot sent by the base station, including:
接收m次波束训练导频,每一次波束训练导频对应的发送探测波束的AWV不同,每一次波束训练导频对应的接收探测波束的AWV也不同;m大于或等于1;Receiving m beam training pilots, the AWV of the transmitting probe beam corresponding to each beam training pilot is different, and the AWV of the receiving probe beam corresponding to each beam training pilot is also different; m is greater than or equal to 1;
其中,所述波束训练导频对应的发送探测波束的AWV,与数据传输阶段所述预设的定向传输码本确定的定向发送波束的AWV不同;所述波束训练导频对应的接收探测波束的AWV,与数据传输阶段所述预设的定向传输码本确定的定向接收波束的AWV不同。The AWV of the transmit probe beam corresponding to the beam training pilot is different from the AWV of the directional transmit beam determined by the preset directional transmission codebook in the data transmission phase; and the receive probe beam corresponding to the beam training pilot The AWV is different from the AWV of the directional receive beam determined by the preset directional transmission codebook in the data transmission phase.
可选地,所述波束训练导频对应的发送探测波束、接收探测波束均具有以下至少一个特性:Optionally, the transmit probe beam and the receive probe beam corresponding to the beam training pilot have at least one of the following characteristics:
a)非显著方向性;a) non-significant directionality;
b)独立性。b) Independence.
可选地,所述波束训练导频对应的发送探测波束和接收探测波束的AWV均由±1伯努利随机分布函数生成。Optionally, the AWV of the transmit probe beam and the receive probe beam corresponding to the beam training pilot are both generated by a ±1 Bernoulli random distribution function.
本发明还提供了一种波束训练方法,应用于基站,该方法包括:The present invention also provides a beam training method applied to a base station, the method comprising:
向用户终端发送波束训练导频;其中,所述波束训练导频对应的发送探测波束的天线权重矢量AWV是所述用户终端已知的;Sending a beam training pilot to the user terminal; wherein an antenna weight vector AWV of the transmitting probe beam corresponding to the beam training pilot is known by the user terminal;
接收所述用户终端反馈的所述用户终端从预设的定向传输码本中确定出的最佳定向发射波束的信息。And receiving, by the user terminal, the information of the best directional transmit beam determined by the user terminal from the preset directional transmission codebook.
可选地,所述波束训练导频对应的发送探测波束具有以下至少一个特性:Optionally, the transmit probe beam corresponding to the beam training pilot has at least one of the following characteristics:
a)非显著方向性;a) non-significant directionality;
b)独立性。b) Independence.
可选地,所述波束训练导频对应的发送探测波束的AWV由±1伯努利随机分布函数生成。Optionally, the AWV of the transmit probe beam corresponding to the beam training pilot is generated by a ±1 Bernoulli random distribution function.
可选地,向用户终端发送波束训练导频,包括:
Optionally, sending a beam training pilot to the user terminal, including:
向用户终端发送m次波束训练导频,每一次波束训练导频对应的发送探测波束的AWV不同;m大于或等于1;Sending m beam training pilots to the user terminal, the AWV of the transmitting probe beam corresponding to each beam training pilot is different; m is greater than or equal to 1;
其中,所述波束训练导频对应的发送探测波束的AWV,与数据传输阶段所述预设的定向传输码本确定的定向发送波束的AWV不同。The AWV of the transmit probe beam corresponding to the beam training pilot is different from the AWV of the directional transmit beam determined by the preset directional transmission codebook in the data transmission phase.
可选地,向用户终端发送波束训练导频,包括:向多个用户终端广播波束训练导频。Optionally, sending the beam training pilot to the user terminal includes: broadcasting the beam training pilot to the multiple user terminals.
可选地,所述最佳定向发射波束的信息是所述最佳定向发射波束的AWV在预设的定向传输码本中的序号;Optionally, the information of the optimal directional transmit beam is a sequence number of the AWV of the optimal directional transmit beam in a preset directional transmission codebook;
其中,所述预设的定向传输码本是基站在传输阶段使用的码本。The preset directional transmission codebook is a codebook used by the base station in the transmission phase.
本发明提供了一种波束训练装置,应用于用户终端,包括:The present invention provides a beam training device applied to a user terminal, including:
导频接收模块,设置为接收基站发送的波束训练导频;其中,所述波束训练导频对应的发送探测波束的天线权重矢量AWV是所述用户终端已知的;a pilot receiving module, configured to receive a beam training pilot transmitted by the base station, where an antenna weight vector AWV of the transmitting probe beam corresponding to the beam training pilot is known by the user terminal;
估计模块,设置为根据对所述波束训练导频的接收估计不同探测波束下的信道响应,从时域分辨接收最佳的关键路径,根据分辨出的关键路径从预设的定向传输码本中确定出最佳定向发射波束和最佳定向接收波束组合;An estimation module is configured to estimate a channel response under different probe beams according to the reception of the beam training pilot, and receive an optimal critical path from the time domain, and transmit the codebook from the preset orientation according to the identified critical path. Determining an optimal directional transmit beam and an optimal directional receive beam combination;
反馈模块,设置为向基站反馈所述最佳定向发射波束的信息。And a feedback module, configured to feed back information of the best directional transmit beam to the base station.
可选地,估计模块,设置为根据对所述波束训练导频的接收估计不同探测波束下的信道响应,包括:Optionally, the estimating module is configured to estimate a channel response under different probe beams according to the receiving of the beam training pilot, including:
根据接收到的波束训练导频,利用信道估计算法估计各个探测波束AWV组合下的信道响应估计矩阵
Estimating the channel response estimation matrix under the combination of each probe beam AWV by using the channel estimation algorithm according to the received beam training pilot
其中,信道响应估计矩阵L表示信道最大时延扩展,m表示基站发送波束训练导频的次数。Channel response estimation matrix L represents the maximum delay spread of the channel, and m represents the number of times the base station transmits the beam training pilot.
可选地,估计模块,设置为从时域分辨接收最佳的关键路径,包括:Optionally, the estimation module is configured to receive the best critical path from the time domain resolution, including:
从信道响应矩阵的行向量中,选择具有最大能量的行向量作为关键
路径,所述关键路径对应的相对时延ω是:Slave channel response matrix In the row vector, the row vector with the largest energy is selected as the critical path, and the relative delay ω corresponding to the critical path is:
其中,所述argmax函数表示以为变量来寻找具有最大值的并输出其对应的变量
是列向量的2范数,表示的信号能量;表示相对时延为的路径对应的m次信道响应估计构成的列向量,是信道响应估计矩阵的第行的转置;m表示基站发送波束训练导频的次数。Wherein the argmax function represents Find the maximum value for the variable And output its corresponding variable Column vector 2 norm, expressed Signal energy Indicates the relative delay is The channel vector of the m-th channel response estimate corresponding to the path is the channel response estimation matrix. First Transpose of the line; m represents the number of times the base station transmits the beam training pilot.
可选地,估计模块,设置为根据分辨出的关键路径从预设的定向传输码本中确定出最佳定向发射波束和最佳定向接收波束组合,包括:Optionally, the estimating module is configured to determine, according to the identified critical path, the best directional transmit beam and the best directional receive beam combination from the preset directional transmission codebook, including:
根据最大似然准则,最佳定向发射波束和最佳定向接收波束组合表示如下:Optimal directional transmit beam and best directional receive beam combination based on maximum likelihood criteria Expressed as follows:
其中,所述argmin函数表示以χ为变量寻找具有最小值的表示2范数的平方,Θχ表示探测矩阵Θ的第χ列向量;Wherein, the argmin function indicates that the minimum value is found by using χ as a variable Represents the square of the 2 norm, Θ χ represents the χ column vector of the detection matrix ;;
其中,所述argmax函数表示以χ为变量寻找具有最大值的|·|表示绝对值;Wherein, the argmax function indicates that the maximum value is found by using χ as a variable |·| indicates an absolute value;
其中,探测矩阵是已知的,Θ的第i行为列向量
是预设的定向接收码本,nr表示接收端天线单元数,Kr表示预设的定向接收码本指定的定向波束数;是预设的定向发送码本,nt表示发送端天线单元数,Kt表示预设的定向发送码本指定的定向波束数;“u”表示探测波束AWV,ur,i表示第i个接收探测波束AWV,ut,i表示第i个发送探测波束AWV,vec()函数表示矩阵的列向量化。
Among them, the detection matrix Is known, the ith i-behavior column vector Is a preset directional receiving codebook, n r represents the number of antenna units at the receiving end, and K r represents the number of directional beams specified by the preset directional receiving codebook; Is a preset directional transmission codebook, n t represents the number of antenna units at the transmitting end, K t represents the number of directional beams specified by the preset directional transmission codebook; “u” represents the detection beam AWV, u r, i represents the ith The receive probe beam AWV, u t,i represents the ith transmit probe beam AWV, and the vec() function represents the column vectorization of the matrix.
可选地,所述最佳定向发射波束和最佳定向接收波束组合中包括:最佳定向发射波束序号和最佳定向接收波束序号
Optionally, the optimal directional transmit beam and the best directional receive beam combination include: an optimal directional transmit beam sequence number And optimal directional receive beam number
其中,所述最佳定向发射波束序号是所述最佳定向发射波束的AWV在预设的定向发送码本中的序号,所述最佳定向接收波束序号是所述最佳定向接收波束的AWV在预设的定向接收码本中的序号。The best directional transmit beam sequence number is a sequence number of the AWV of the best directional transmit beam in a preset directional transmit codebook, and the best directional receive beam sequence number is the AWV of the best directional receive beam. The serial number in the preset received codebook.
可选地,导频接收模块,设置为接收基站发送的波束训练导频,包括:Optionally, the pilot receiving module is configured to receive the beam training pilot sent by the base station, including:
接收m次波束训练导频,每一次波束训练导频对应的发送探测波束的AWV不同,每一次波束训练导频对应的接收探测波束的AWV也不同;m大于或等于1;Receiving m beam training pilots, the AWV of the transmitting probe beam corresponding to each beam training pilot is different, and the AWV of the receiving probe beam corresponding to each beam training pilot is also different; m is greater than or equal to 1;
其中,所述波束训练导频对应的发送探测波束的AWV,与数据传输阶段所述预设的定向传输码本确定的定向发送波束的AWV不同;所述波束训练导频对应的接收探测波束的AWV,与数据传输阶段所述预设的定向传输码本确定的定向接收波束的AWV不同。The AWV of the transmit probe beam corresponding to the beam training pilot is different from the AWV of the directional transmit beam determined by the preset directional transmission codebook in the data transmission phase; and the receive probe beam corresponding to the beam training pilot The AWV is different from the AWV of the directional receive beam determined by the preset directional transmission codebook in the data transmission phase.
可选地,所述波束训练导频对应的发送探测波束、接收探测波束均具有以下至少一个特性:Optionally, the transmit probe beam and the receive probe beam corresponding to the beam training pilot have at least one of the following characteristics:
a)非显著方向性;a) non-significant directionality;
b)独立性。b) Independence.
可选地,所述波束训练导频对应的发送探测波束和接收探测波束的AWV均由±1伯努利随机分布函数生成。Optionally, the AWV of the transmit probe beam and the receive probe beam corresponding to the beam training pilot are both generated by a ±1 Bernoulli random distribution function.
本发明还提供了一种波束训练装置,应用于基站,包括:The present invention also provides a beam training device applied to a base station, including:
导频发送模块,设置为向用户终端发送波束训练导频;其中,所述波束训练导频对应的发送探测波束的天线权重矢量AWV是所述用户终端已知的;
a pilot transmission module, configured to send a beam training pilot to the user terminal, where an antenna weight vector AWV of the transmit probe beam corresponding to the beam training pilot is known by the user terminal;
响应接收模块,设置为接收所述用户终端反馈的所述用户终端从预设的定向传输码本中确定出的最佳定向发射波束的信息。The response receiving module is configured to receive information of the best directional transmit beam determined by the user terminal from the preset directional transmission codebook fed back by the user terminal.
可选地,所述波束训练导频对应的发送探测波束具有以下至少一个特性:Optionally, the transmit probe beam corresponding to the beam training pilot has at least one of the following characteristics:
a)非显著方向性;a) non-significant directionality;
b)独立性。b) Independence.
可选地,所述波束训练导频对应的发送探测波束的AWV由±1伯努利随机分布函数生成。Optionally, the AWV of the transmit probe beam corresponding to the beam training pilot is generated by a ±1 Bernoulli random distribution function.
可选地,导频发送模块,设置为向用户终端发送波束训练导频,包括:Optionally, the pilot sending module is configured to send a beam training pilot to the user terminal, including:
向用户终端发送m次波束训练导频,每一次波束训练导频对应的发送探测波束的AWV不同;m大于或等于1;Sending m beam training pilots to the user terminal, the AWV of the transmitting probe beam corresponding to each beam training pilot is different; m is greater than or equal to 1;
其中,所述波束训练导频对应的发送探测波束的AWV,与数据传输阶段所述预设的定向传输码本确定的定向发送波束的AWV不同。The AWV of the transmit probe beam corresponding to the beam training pilot is different from the AWV of the directional transmit beam determined by the preset directional transmission codebook in the data transmission phase.
可选地,导频发送模块,设置为向用户终端发送波束训练导频,包括:向多个用户终端广播波束训练导频。Optionally, the pilot sending module is configured to send the beam training pilot to the user terminal, including: broadcasting the beam training pilot to the multiple user terminals.
可选地,所述最佳定向发射波束的信息是所述最佳定向发射波束的AWV在预设的定向传输码本中的序号;Optionally, the information of the optimal directional transmit beam is a sequence number of the AWV of the optimal directional transmit beam in a preset directional transmission codebook;
其中,所述预设的定向传输码本是基站在传输阶段使用的码本。The preset directional transmission codebook is a codebook used by the base station in the transmission phase.
与现有技术相比,本发明提供的一种波束训练方法和装置,波束训练阶段使用非定向波束进行训练,用户终端可以从信道响应中估计最佳发射波束和接收波束的组合,由于基站可以并行训练各个用户终端,因此大幅提高了波束训练的效率,降低了波束训练的开销。Compared with the prior art, the present invention provides a beam training method and apparatus. The beam training phase uses non-directional beam for training, and the user terminal can estimate the combination of the best transmit beam and the receive beam from the channel response, because the base station can Each user terminal is trained in parallel, thereby greatly improving the efficiency of beam training and reducing the overhead of beam training.
图1为相关技术中SISO-Beamforming通信系统收发端示意图。
FIG. 1 is a schematic diagram of a transceiver end of a SISO-Beamforming communication system in the related art.
图2为相关技术中SISO-Beamforming下的多用户波束训练场景示意图。2 is a schematic diagram of a multi-user beam training scenario under SISO-Beamforming in the related art.
图3为本发明实施例的训练流程的分阶段示意图。FIG. 3 is a schematic diagram showing a phased process of a training process according to an embodiment of the present invention.
图4为本发明实施例的伯努利随机分布函数产生的探测波束天线辐射图。4 is a radiation diagram of a probe beam antenna generated by a Bernoulli random distribution function according to an embodiment of the present invention.
图5为本发明实施例的导频收发示意图。FIG. 5 is a schematic diagram of pilot transmission and reception according to an embodiment of the present invention.
图6为本发明实施例的检测阶段流程示意图。FIG. 6 is a schematic flowchart of a detection phase according to an embodiment of the present invention.
图7为本发明实施例的波束训练方法流程图(基站侧)。FIG. 7 is a flowchart (base station side) of a beam training method according to an embodiment of the present invention.
图8为本发明实施例的波束训练方法流程图(用户终端侧)。FIG. 8 is a flowchart (user terminal side) of a beam training method according to an embodiment of the present invention.
图9为本发明实施例的波束训练装置示意图(基站侧)。FIG. 9 is a schematic diagram of a beam training apparatus (base station side) according to an embodiment of the present invention.
图10为本发明实施例的波束训练装置示意图(用户终端侧)。FIG. 10 is a schematic diagram of a beam training apparatus (user terminal side) according to an embodiment of the present invention.
为使本发明的目的、技术方案和优点更加清楚明白,下文中将结合附图对本发明的实施例进行详细说明。需要说明的是,在不冲突的情况下,本申请中的实施例及实施例中的特征可以相互任意组合。The embodiments of the present invention will be described in detail below with reference to the accompanying drawings. It should be noted that, in the case of no conflict, the features in the embodiments and the embodiments in the present application may be arbitrarily combined with each other.
本发明采用的技术方案中,数据传输阶段的数据传输波束天线权重矢量(AWV)集合与波形训练阶段的探测波束AWV集合可以不同。若数据传输阶段的传输波束AWV与波束训练阶段的探测波束AWV相同,本专利所提方案依然可以支持。相应地,用符号“w”表示传输波束AWV,用符号“u”表示探测波束AWV。具体而言,传输波束AWV由预设的定向波束码本指定。传输波束码本是一个n×K的矩阵,即n表示天线单元数,K表示传输波束码本指定的定向波束数,并且n≤K。相应地,接收传输波束码本是一个nr×Kr的矩阵,即其中nr表示接收端天线单元数,Kr表示接收码本矩阵指定的定向波束数。发送传输波束码本是一个nt×Kt的矩阵,即其中nt表示发送端天线单元数,Kt表示发送码本矩阵指定的定向波束数。矩阵Wr和矩阵Wt的每一列都表示一
个产生定向波束的预设AWV。其中,wr,k表示接收码本矩阵Wr的第k列,wt,l表示发送码本矩阵Wt的第l列。In the technical solution adopted by the present invention, the data transmission beam antenna weight vector (AWV) set in the data transmission phase may be different from the detection beam AWV set in the waveform training phase. If the transmission beam AWV in the data transmission phase is the same as the detection beam AWV in the beam training phase, the solution proposed in this patent can still be supported. Accordingly, the transmission beam AWV is indicated by the symbol "w" and the detection beam AWV is represented by the symbol "u". Specifically, the transmission beam AWV is specified by a preset directional beam codebook. The transmission beam codebook is an n×K matrix, ie n represents the number of antenna elements, and K represents the number of directional beams specified by the transmission beam codebook, and n ≤ K. Correspondingly, the received transmission beam codebook is a matrix of n r × K r , ie Where n r represents the number of antenna elements at the receiving end, and K r represents the number of directional beams specified by the received codebook matrix. The transmit transmission beam codebook is a matrix of n t ×K t , ie Where n t represents the number of antenna elements at the transmitting end, and K t represents the number of directional beams specified by the transmitted codebook matrix. Each column of the matrix and the matrix W t W r are generated directional beam represents a preset AWV. Where w r,k denotes the kth column of the received codebook matrix W r , and w t,l denotes the first column of the transmitted codebook matrix W t .
在最大化接收端SNR准则下,波束训练是从预设传输波束码本中找到最优波束组合(kopt,lopt),以最大化数据传输阶段的接收端SNR,其中kopt表示最佳波束组合下的接收码本矩阵Wr的列序号,lopt表示最佳波束组合下的发送码本矩阵Wt的列序号。Under the principle of maximizing the receiver SNR, beam training finds the optimal beam combination (k opt , l opt ) from the preset transmission beam codebook to maximize the receiver SNR during the data transmission phase, where k opt represents the best column number in the received code combination of the beam of the matrix W r, l opt represents the column number of the best beam transmitted code matrix W t of the present compositions.
如图3所示,整体训练流程包括四个阶段,分别是:初始化阶段、训练阶段、检测阶段和响应阶段。其中1个基站训练T个UE。在波束训练阶段,基站将导频广播给所有UE,各UE可以分别实现波束组合检测。各个UE将检测到的发送端最优波束序号反馈给基站。这意味着,多用户波束训练是并行的,而且训练开销独立于网络中的负载数目。As shown in Figure 3, the overall training process consists of four phases: the initialization phase, the training phase, the detection phase, and the response phase. One of the base stations trains T UEs. During the beam training phase, the base station broadcasts pilots to all UEs, and each UE can implement beam combination detection separately. Each UE feeds back the detected optimal beam number of the transmitting end to the base station. This means that multi-user beam training is parallel and the training overhead is independent of the number of loads in the network.
本发明的波束训练方法,具体包括以下四个阶段:The beam training method of the present invention specifically includes the following four stages:
1)初始化阶段1) Initialization phase
在该初始化阶段中,基站开启与多个UE(User Equipment,用户终端)之间的波束训练。In this initialization phase, the base station starts beam training with multiple UEs (User Equipments).
2)训练阶段2) Training phase
在该训练阶段,基站将训练导频广播给所有UE。每个UE都接收该训练导频。During this training phase, the base station broadcasts training pilots to all UEs. Each UE receives the training pilot.
具体而言,对于该导频的各个x序列,发送探测波束AWV不同,接收探测波束AWV也不同。可以通过预先的协议规定,使得每个UE都已知基站的发送探测波束AWV。Specifically, for each x-sequence of the pilot, the transmission probe beam AWV is different, and the reception probe beam AWV is also different. The transmitting probe beam AWV of the base station can be known to each UE by a prior agreement.
所提的探测波束,要求天线增益包络具有非显著方向性的特征,并且两两波束之间没有显著的相关性,即独立性。探测波束是通过天线阵列AWV的配置来实现的,例如各个探测波束的AWV(ur,i和ut,i)中的所有元素都是由±1伯努利随机分布函数生成,并且互相独立。The proposed probe beam requires that the antenna gain envelope have non-significant directional characteristics, and there is no significant correlation between the two beams, that is, independence. The probe beam is implemented by the configuration of the antenna array AWV. For example, all elements in the AWV (u r, i and u t, i ) of each probe beam are generated by a ±1 Bernoulli random distribution function and are independent of each other. .
比如,一种生成探测波束AWV的方法如下:For example, a method of generating a probe beam AWV is as follows:
发送探测波束的AWV(ut,i)和接收探测波束的AWV(ur,i)中的所有
元素都是由±1伯努利随机分布函数生成,并且互相独立。为了便于理解,在16单元ULA(uniform circular arrays,均匀圆形天线阵列)下,预设码本设计方案下的探测波束天线辐射图如图4所示,其中(a)图为发送探测波束AWV,ut,i=[1;-1;1;1;-1;1;1;1;1;1;1;1;-1;-1;-1;-1],(b)图为接收探测波束AWV,ur,i=[-1;-1;-1;-1;-1;1;1;-1;-1;1;-1;1;-1;1;1;1]。上述探测波束不具有明确的方向性。All elements in the AWV(u t,i ) transmitting the probe beam and the AWV(u r,i ) receiving the probe beam are generated by the ±1 Bernoulli random distribution function and are independent of each other. For ease of understanding, under the 16-unit ULA (uniform circular arrays), the radiation pattern of the probe beam antenna in the preset codebook design scheme is as shown in FIG. 4, wherein (a) is a transmission probe beam AWV. , u t,i =[1;-1;1;1;-1;1;1;1;1;1;1;1;-1;-1;-1;-1],(b) To receive the probe beam AWV, u r,i =[-1;-1;-1;-1;-1;1;1;-1;-1;1;-1;1;-1;1;1 ;1]. The above detection beam does not have a clear directivity.
如图5所示。波束训练导频是由多个x序列重复组成。x序列为经典的信道估计序列,例如PN序列或Golay序列等。每个x信道估计序列所对应的收发波束(AWV)均不相同,而发送端发送导频使用的AWV,接收端需已知。因此,发送端AWV可以事先传输给接收端,或者直接通过协议进行AWV生成方式的制定(比如,协议规定信道估计导频,接收端已知)。总收发x序列数为m,其决定了整个训练开销。根据压缩感知理论,探测波束组合数m=αlog(KrKt)。其中,经验参数α称为探测波束组合数系数,决定着波束组合检测的效果。具体而言,随着探测波束组合数系数α的增加,我们可以获得更好的检测性能,但也会产生更大的训练开销。As shown in Figure 5. The beam training pilot is composed of multiple x sequence repetitions. The x sequence is a classical channel estimation sequence, such as a PN sequence or a Golay sequence. The transmit and receive beams (AWV) corresponding to each x channel estimation sequence are different, and the transmitting end transmits the AWV used by the pilot, and the receiving end needs to be known. Therefore, the transmitting end AWV can be transmitted to the receiving end in advance, or the AWV generating mode can be directly determined by the protocol (for example, the protocol specifies the channel estimation pilot, and the receiving end is known). The total number of transmitted and received x sequences is m, which determines the entire training overhead. According to the theory of compressed sensing, the number of probe beam combinations m = αlog(K r K t ). Among them, the empirical parameter α is called the probe beam combination number coefficient, which determines the effect of beam combination detection. Specifically, as the probe beam combination number coefficient α increases, we can obtain better detection performance, but it also generates more training overhead.
另外,系统可以根据实际需要设定传输波束AWV码本。例如,IEEE 802.15.3c标准规定的传输波束AWV码本。该码本只要求模拟移相器可提供0°、90°、180°和270°四种可控相位。具体来讲,传输阶段码本矩阵W的第(i,m)元素的数值表示为:In addition, the system can set the transmission beam AWV codebook according to actual needs. For example, the transmission beam AWV codebook specified by the IEEE 802.15.3c standard. The codebook only requires that the analog phase shifter provide four controllable phases of 0°, 90°, 180°, and 270°. Specifically, the value of the (i, m) element of the transmission phase codebook matrix W is expressed as:
其中,i=0,…,n-1表示天线序号,m=0,…,K-1表示码本序号,K表示定向码本数(即可控波束数)。Where i = 0, ..., n-1 represents the antenna number, m = 0, ..., K-1 represents the codebook number, and K represents the number of directional codebooks (the number of controllable beams).
3)检测阶段3) Testing stage
在该检测阶段,每个UE独立估计不同探测波束AWV下的信道响应,进而独立地检测对应的最优波束组合。如果UE接收广播的波束训练导频,则希望通过关键路径波束组合检测算法获得关键路径波束组合序号集合和其中,表示发送波束序号,可以提供给基站,表示接收波束序号,可以提供给UE。
In this detection phase, each UE independently estimates the channel response under different probe beams AWV, thereby independently detecting the corresponding optimal beam combination. If the UE receives the broadcast beam training pilot, it is desirable to obtain the key path beam combination sequence number set by the critical path beam combination detection algorithm. with among them, Indicates the transmit beam number, Can be provided to the base station, Indicates the receiving beam number, Can be provided to the UE.
具体地,对任一UE而言,关键路径波束组合检测算法从时域分辨关键路径,然后从预设的传输波束AWV码本中检测相应的最优波束组合。由于数据传输波束码本所生成的波束具有很强的方向性,所以检测波束组合的过程等价于空域搜索。具体而言,该算法由信道估计、关键路径选择和最优波束组合检测构成,结构框图如图6所示。Specifically, for any UE, the critical path beam combination detection algorithm distinguishes the critical path from the time domain, and then detects the corresponding optimal beam combination from the preset transmission beam AWV codebook. Since the beam generated by the data transmission beam codebook has strong directivity, the process of detecting the beam combination is equivalent to the spatial domain search. Specifically, the algorithm consists of channel estimation, critical path selection, and optimal beam combination detection. The block diagram is shown in FIG. 6.
(1)信道估计(1) Channel estimation
根据接收到的波束训练导频,利用最小方差估计或者最小均方差估计等信道估计算法,估计各个探测波束AWV组合下的信道响应估计矩阵其中,信道响应估计矩阵L表示信道最大时延扩展,m表示重复发送x序列数目,也是探测波束组合数。Estimating the channel response estimation matrix under the combination of each probe beam AWV based on the received beam training pilots using a channel estimation algorithm such as minimum variance estimation or minimum mean square error estimation Channel response estimation matrix L represents the maximum delay spread of the channel, and m represents the number of repeated transmission x sequences, which is also the number of probe beam combinations.
(2)关键路径选择(2) Critical path selection
从信道响应估计矩阵的行向量中,选择具有最大能量的行向量,即选择具有最大能量的关键路径,其中相对时延作为关键路径的标识。如果用ω代表关键路径对应的相对时延,则Estimation matrix from channel response In the row vector, the row vector with the largest energy is selected, that is, the critical path with the largest energy is selected, wherein the relative delay is used as the identifier of the critical path. If ω is used to represent the relative delay corresponding to the critical path, then
其中,该argmax函数表示以为变量来寻找具有最大值的并输出其对应的变量是列向量的2范数,即的信号能量;表示相对时延为的路径的m次信道响应估计的列向量,并且是信道响应估计矩阵的第行的转置;m表示重复发送波束训练导频的次数,也是探测波束组合数。Where the argmax function is represented by Find the maximum value for the variable And output its corresponding variable Column vector 2 norm, ie Signal energy Indicates the relative delay is The m-th channel response of the path is estimated by the column vector and is the channel response estimation matrix First Transpose of the line; m represents the number of times the beam training pilot is repeatedly transmitted, and is also the number of probe beam combinations.
(3)最优波束组合选择(3) Optimal beam combination selection
关键路径是最优波束组合指向的物理信道路径,在时域估计出关键路径的相对时延ω后,如果接收端已知发送端的发射波束序号,则可以通过最大似然估计,估计出与所述发射波束序号最匹配的最佳接收波束序号,具体如下:The critical path is the physical channel path pointed by the optimal beam combination. After estimating the relative delay ω of the critical path in the time domain, if the receiving end knows the transmitting beam sequence number of the transmitting end, the maximum likelihood estimation can be used to estimate the location. The best received beam sequence number that best matches the transmit beam number is as follows:
根据最大似然准则,最佳定向发射波束和最佳定向接收波束组合表示如下:
Optimal directional transmit beam and best directional receive beam combination based on maximum likelihood criteria Expressed as follows:
其中,所述argmin函数表示以χ为变量寻找具有最小值的表示2范数的平方,Θχ表示探测矩阵Θ的第χ列向量;Wherein, the argmin function indicates that the minimum value is found by using χ as a variable Represents the square of the 2 norm, Θ χ represents the χ column vector of the detection matrix ;;
其中,所述argmax函数表示以χ为变量寻找具有最大值的|·|表示绝对值;Wherein, the argmax function indicates that the maximum value is found by using χ as a variable |·| indicates an absolute value;
其中,探测矩阵是已知的,Θ的第i行为列向量
是预设的定向接收码本,nr表示接收端天线单元数,Kr表示预设的定向接收码本指定的定向波束数;是预设的定向发送码本,nt表示发送端天线单元数,Kt表示预设的定向发送码本指定的定向波束数;“u”表示探测波束AWV,ur,i表示第i个接收探测波束AWV,ut,i表示第i个发送探测波束AWV;vec()函数表示矩阵的列向量化;Among them, the detection matrix Is known, the ith i-behavior column vector Directive reception is preset codebook, n r represents the number of the receiving end of the antenna element, K r represents the predetermined directional beam number received codebook specified orientation; Is a preset directional transmission codebook, n t represents the number of antenna units at the transmitting end, K t represents the number of directional beams specified by the preset directional transmission codebook; “u” represents the detection beam AWV, u r, i represents the ith Receiving the probe beam AWV, u t, i represents the ith transmit probe beam AWV; the vec() function represents the column vectorization of the matrix;
进而,得到基站的最佳定向发射波束序号和UE的最佳定向接收波束序号如下所示:Further, obtaining the best directional transmit beam sequence number of the base station And the best directional receive beam number of the UE As follows:
4)响应阶段4) Response stage
在该响应阶段,多个UE将包含最优波束组合序号的训练结果反馈给基站(各UE可以依次向基站反馈)。波束训练结束。In the response phase, the multiple UEs feed back the training result including the optimal beam combination sequence number to the base station (each UE may sequentially feed back to the base station). Beam training ends.
本发明能够实现多用户波束组合同步搜索,使得训练开销与用户数相互独立,可大幅度降低训练开销,提高波束训练效率。
The invention can realize multi-user beam combination synchronous search, so that the training overhead and the number of users are independent from each other, which can greatly reduce the training overhead and improve the beam training efficiency.
如图7所示,本发明实施例提供了一种波束训练方法,应用于基站,该方法包括:As shown in FIG. 7, an embodiment of the present invention provides a beam training method, which is applied to a base station, and the method includes:
S701,向用户终端发送波束训练导频;其中,所述波束训练导频对应的发送探测波束的天线权重矢量AWV是所述用户终端已知的;S701: Send a beam training pilot to the user terminal, where an antenna weight vector AWV of the transmit probe beam corresponding to the beam training pilot is known by the user terminal;
S702,接收所述用户终端反馈的所述用户终端从预设的定向传输码本中确定出的最佳定向发射波束的信息;S702. Receive information about the best directional transmit beam determined by the user terminal from the preset directional transmission codebook fed back by the user terminal.
其中,向用户终端发送波束训练导频,包括:向多个用户终端广播波束训练导频;The sending a beam training pilot to the user terminal includes: broadcasting a beam training pilot to multiple user terminals;
其中,所述波束训练导频对应的发送探测波束具有以下至少一个特性:The transmit probe beam corresponding to the beam training pilot has at least one of the following characteristics:
a)非显著方向性;a) non-significant directionality;
b)独立性;也即,任意两个发送探测波束之间没有显著的相关性;b) independence; that is, there is no significant correlation between any two transmitted probe beams;
其中,所述波束训练导频对应的发送探测波束的AWV由±1伯努利随机分布函数生成;也即,所述波束训练导频对应的发送探测波束是通过天线阵列AWV的配置来实现的,例如各个发送探测波束的AWV(ut,i)中的所有元素都是由±1伯努利随机分布函数生成,并且互相独立。The AWV of the transmit probe beam corresponding to the beam training pilot is generated by a ±1 Bernoulli random distribution function; that is, the transmit probe beam corresponding to the beam training pilot is implemented by configuring the antenna array AWV. For example, all elements in the AWV(u t,i ) of each transmitted probe beam are generated by a ±1 Bernoulli random distribution function and are independent of each other.
其中,向用户终端发送波束训练导频,包括:The sending a beam training pilot to the user terminal includes:
向用户终端发送m次波束训练导频,每一次波束训练导频对应的发送探测波束的AWV不同;m大于或等于1;Sending m beam training pilots to the user terminal, the AWV of the transmitting probe beam corresponding to each beam training pilot is different; m is greater than or equal to 1;
其中,所述波束训练导频对应的发送探测波束的AWV,与数据传输阶段所述预设的定向传输码本确定的定向发送波束的AWV不同;The AWV of the transmit probe beam corresponding to the beam training pilot is different from the AWV of the directional transmit beam determined by the preset directional transmission codebook in the data transmission phase;
其中,所述最佳定向发射波束的信息是所述最佳定向发射波束的AWV在预设的定向传输码本中的序号;所述预设的定向传输码本是基站在传输阶段使用的码本;
The information of the optimal directional transmit beam is a sequence number of the AWV of the optimal directional transmit beam in a preset directional transmission codebook; the preset directional transmission codebook is a code used by the base station in the transmission phase. Ben
如图8所示,本发明实施例提供了一种波束训练方法,应用于用户终端,该方法包括:As shown in FIG. 8, the embodiment of the present invention provides a beam training method, which is applied to a user terminal, and the method includes:
S801,接收基站发送的波束训练导频;其中,所述波束训练导频对应的发送探测波束的天线权重矢量AWV是所述用户终端已知的;S801. Receive a beam training pilot that is sent by the base station, where an antenna weight vector AWV of the transmit probe beam corresponding to the beam training pilot is known by the user terminal.
S802,根据对所述波束训练导频的接收估计不同探测波束下的信道响应,从时域分辨接收最佳的关键路径,根据分辨出的关键路径从预设的定向传输码本中确定出最佳定向发射波束和最佳定向接收波束组合;S802. Estimating a channel response under different probe beams according to the receiving of the beam training pilot, and receiving an optimal critical path from the time domain, and determining the most from the preset directional transmission codebook according to the identified critical path. Good directional transmit beam and optimal directional receive beam combination;
S803,向基站反馈所述最佳定向发射波束的信息;S803. Feed back information about the optimal directional transmit beam to a base station.
其中,接收基站发送的波束训练导频,包括:The receiving beam training pilots sent by the base station include:
接收m次波束训练导频,每一次波束训练导频对应的发送探测波束的AWV不同,每一次波束训练导频对应的接收探测波束的AWV也不同;m大于或等于1;Receiving m beam training pilots, the AWV of the transmitting probe beam corresponding to each beam training pilot is different, and the AWV of the receiving probe beam corresponding to each beam training pilot is also different; m is greater than or equal to 1;
其中,所述波束训练导频对应的发送探测波束的AWV,与数据传输阶段所述预设的定向传输码本确定的定向发送波束的AWV不同;所述波束训练导频对应的接收探测波束的AWV,与数据传输阶段所述预设的定向传输码本确定的定向接收波束的AWV不同;The AWV of the transmit probe beam corresponding to the beam training pilot is different from the AWV of the directional transmit beam determined by the preset directional transmission codebook in the data transmission phase; and the receive probe beam corresponding to the beam training pilot AWV, which is different from the AWV of the directional receive beam determined by the preset directional transmission codebook in the data transmission phase;
其中,所述波束训练导频对应的发送探测波束、接收探测波束均具有以下至少一个特性:The transmit probe beam and the receive probe beam corresponding to the beam training pilot have at least one of the following characteristics:
a)非显著方向性;a) non-significant directionality;
b)独立性;也即,任意两个探测波束(发送探测波束、接收探测波束)之间没有显著的相关性;b) independence; that is, there is no significant correlation between any two probe beams (transmit probe beam, receive probe beam);
其中,所述波束训练导频对应的探测波束(发送探测波束、接收探测波束)的AWV由±1伯努利随机分布函数生成;也即,所述波束训练导频对应的探测波束(发送探测波束、接收探测波束)是通过天线阵列AWV的配置来实现的,例如各个探测波束的AWV(ut,i,ur,i)中的所有元素都是由±1伯努利随机分布函数生成,并且互相独立。The AWV of the probe beam (transmitting the probe beam and the receiving probe beam) corresponding to the beam training pilot is generated by a ±1 Bernoulli random distribution function; that is, the probe beam corresponding to the beam training pilot (send detection) The beam and the receiving probe beam are implemented by the configuration of the antenna array AWV. For example, all elements in the AWV (u t, i , u r, i ) of each probe beam are generated by a ±1 Bernoulli random distribution function. And independent of each other.
其中,所述根据对所述波束训练导频的接收估计不同探测波束下的信
道响应,包括:The estimating the signals under different probe beams according to the receiving of the beam training pilots
Road response, including:
根据接收到的波束训练导频,利用信道估计算法估计各个探测波束AWV组合下的信道响应估计矩阵其中,信道响应估计矩阵L表示信道最大时延扩展,m表示基站发送波束训练导频的次数,也即探测波束组合数;Estimating the channel response estimation matrix under the combination of each probe beam AWV by using the channel estimation algorithm according to the received beam training pilot Channel response estimation matrix L represents the maximum delay spread of the channel, and m represents the number of times the base station transmits the beam training pilot, that is, the number of probe beam combinations;
其中,所述从时域分辨接收最佳的关键路径,包括:Wherein, the receiving the best critical path from the time domain resolution comprises:
从信道响应矩阵的行向量中,选择具有最大能量的行向量作为关键路径,所述关键路径以相对时延ω作为标识;Slave channel response matrix In the row vector, the row vector having the largest energy is selected as the critical path, and the critical path is identified by the relative delay ω;
其中,所述argmax函数表示以为变量来寻找具有最大值的并输出其对应的变量
是列向量的2范数,表示的信号能量;表示相对时延为时的m次信道响应估计构成的列向量,是信道响应矩阵的第行的转置;m表示基站发送波束训练导频的次数,也即探测波束组合数;Wherein the argmax function represents Find the maximum value for the variable And output its corresponding variable Column vector 2 norm, expressed Signal energy Indicates the relative delay is The column vector formed by the estimated m-channel channel response is the channel response matrix. First Transpose of the line; m represents the number of times the base station transmits the beam training pilot, that is, the number of probe beam combinations;
其中,所述根据分辨出的关键路径从预设的定向传输码本中确定出最佳定向发射波束和最佳定向接收波束组合,包括:The determining, according to the identified critical path, the optimal directional transmit beam and the optimal directional receive beam combination from the preset directional transmission codebook, including:
根据最大似然准则,最佳定向发射波束和最佳定向接收波束组合表示如下:Optimal directional transmit beam and best directional receive beam combination based on maximum likelihood criteria Expressed as follows:
其中,所述argmin函数表示以χ为变量寻找具有最小值的表示2范数的平方,Θχ表示探测矩阵Θ的第χ列向量;Wherein, the argmin function indicates that the minimum value is found by using χ as a variable Represents the square of the 2 norm, Θ χ represents the χ column vector of the detection matrix ;;
其中,所述argmax函数表示以χ为变量寻找具有最大值的|·|表示绝对值;
Wherein, the argmax function indicates that the maximum value is found by using χ as a variable |·| indicates an absolute value;
其中,探测矩阵是已知的,Θ的第i行为列向量
是预设的定向接收码本,nr表示接收端天线单元数,Kr表示预设的定向接收码本指定的定向波束数;是预设的定向发送码本,nt表示发送端天线单元数,Kt表示预设的定向发送码本指定的定向波束数;“u”表示探测波束AWV,ur,i表示第i个接收探测波束AWV,ut,i表示第i个发送探测波束AWV,vec()函数表示矩阵的列向量化;Among them, the detection matrix Is known, the ith i-behavior column vector Is a preset directional receiving codebook, n r represents the number of antenna units at the receiving end, and K r represents the number of directional beams specified by the preset directional receiving codebook; Is a preset directional transmission codebook, n t represents the number of antenna units at the transmitting end, K t represents the number of directional beams specified by the preset directional transmission codebook; “u” represents the detection beam AWV, u r, i represents the ith Receiving the probe beam AWV, u t, i represents the i-th transmit probe beam AWV, and the vec() function represents the column vectorization of the matrix;
其中,所述最佳定向发射波束和最佳定向接收波束组合中包括最佳定向发射波束序号和最佳定向接收波束序号
Wherein the best directional transmit beam and the best directional receive beam combination include the best directional transmit beam sequence number And optimal directional receive beam number
其中,所述最佳定向发射波束序号是所述最佳定向发射波束的AWV在预设的定向发送码本中的序号,所述最佳定向接收波束序号是所述最佳定向接收波束的AWV在预设的定向接收码本中的序号;The best directional transmit beam sequence number is a sequence number of the AWV of the best directional transmit beam in a preset directional transmit codebook, and the best directional receive beam sequence number is the AWV of the best directional receive beam. The serial number in the preset orientation receiving codebook;
其中,所述预设的定向发送码本是基站在传输阶段使用的发送码本,所述预设的定向接收码本是用户终端在传输阶段使用的接收码本;The preset directional transmission codebook is a transmission codebook used by the base station in the transmission phase, and the preset directional reception codebook is a received codebook used by the user terminal in the transmission phase;
如图9所示,本发明实施例提供了一种波束训练装置,应用于基站,包括:As shown in FIG. 9, an embodiment of the present invention provides a beam training apparatus, which is applied to a base station, and includes:
导频发送模块901,设置为向用户终端发送波束训练导频;其中,所述波束训练导频对应的发送探测波束的天线权重矢量AWV是所述用户终端已知的;The pilot transmission module 901 is configured to send a beam training pilot to the user terminal, where the antenna weight vector AWV of the transmit probe beam corresponding to the beam training pilot is known by the user terminal;
响应接收模块902,设置为接收所述用户终端反馈的所述用户终端从预设的定向传输码本中确定出的最佳定向发射波束的信息。The response receiving module 902 is configured to receive information of the best directional transmit beam determined by the user terminal from the preset directional transmission codebook fed back by the user terminal.
其中,所述波束训练导频对应的发送探测波束具有以下至少一个特性:The transmit probe beam corresponding to the beam training pilot has at least one of the following characteristics:
a)非显著方向性;
a) non-significant directionality;
b)独立性。b) Independence.
其中,所述波束训练导频对应的发送探测波束的AWV由±1伯努利随机分布函数生成。The AWV of the transmit probe beam corresponding to the beam training pilot is generated by a ±1 Bernoulli random distribution function.
其中,导频发送模块901,设置为向用户终端发送波束训练导频,包括:The pilot sending module 901 is configured to send a beam training pilot to the user terminal, including:
向用户终端发送m次波束训练导频,每一次波束训练导频对应的发送探测波束的AWV不同;m大于或等于1;Sending m beam training pilots to the user terminal, the AWV of the transmitting probe beam corresponding to each beam training pilot is different; m is greater than or equal to 1;
其中,所述波束训练导频对应的发送探测波束的AWV,与数据传输阶段所述预设的定向传输码本确定的定向发送波束的AWV不同。The AWV of the transmit probe beam corresponding to the beam training pilot is different from the AWV of the directional transmit beam determined by the preset directional transmission codebook in the data transmission phase.
其中,导频发送模块901,设置为向用户终端发送波束训练导频,包括:向多个用户终端广播波束训练导频。The pilot sending module 901 is configured to send a beam training pilot to the user terminal, including: broadcasting a beam training pilot to multiple user terminals.
其中,所述最佳定向发射波束的信息是所述最佳定向发射波束的AWV在预设的定向传输码本中的序号;其中,所述预设的定向传输码本是基站在传输阶段使用的码本。The information of the optimal directional transmit beam is the sequence number of the AWV of the optimal directional transmit beam in a preset directional transmission codebook; wherein the preset directional transmission codebook is used by the base station in the transmission phase. Codebook.
如图10所示,本发明实施例提供了一种波束训练装置,应用于用户终端,包括:As shown in FIG. 10, an embodiment of the present invention provides a beam training device, which is applied to a user terminal, and includes:
导频接收模块1001,设置为接收基站发送的波束训练导频;其中,所述波束训练导频对应的发送探测波束的天线权重矢量AWV是所述用户终端已知的;The pilot receiving module 1001 is configured to receive a beam training pilot transmitted by the base station, where an antenna weight vector AWV of the transmitting probe beam corresponding to the beam training pilot is known by the user terminal;
估计模块1002,设置为根据对所述波束训练导频的接收估计不同探测波束下的信道响应,从时域分辨接收最佳的关键路径,根据分辨出的关键路径从预设的定向传输码本中确定出最佳定向发射波束和最佳定向接收波束组合;The estimating module 1002 is configured to: estimate a channel response under different probe beams according to the receiving of the beam training pilot, receive an optimal critical path from the time domain, and transmit the codebook from the preset orientation according to the identified critical path. Determining an optimal directional transmit beam and an optimal directional receive beam combination;
反馈模块1003,设置为向基站反馈所述最佳定向发射波束的信息。The feedback module 1003 is configured to feed back information of the best directional transmit beam to the base station.
其中,估计模块1002,设置为根据对所述波束训练导频的接收估计不
同探测波束下的信道响应,包括:The estimation module 1002 is configured to estimate according to the reception of the pilot training pilot.
Channel response under the same probe beam, including:
根据接收到的波束训练导频,利用信道估计算法估计各个探测波束AWV组合下的信道响应估计矩阵
Estimating the channel response estimation matrix under the combination of each probe beam AWV by using the channel estimation algorithm according to the received beam training pilot
其中,信道响应估计矩阵L表示信道最大拓展时延,m表示基站发送波束训练导频的次数。Channel response estimation matrix L represents the maximum extended delay of the channel, and m represents the number of times the base station transmits the beam training pilot.
其中,估计模块1002,设置为从时域分辨接收最佳的关键路径,包括:The estimation module 1002 is configured to receive the best critical path from the time domain resolution, including:
从信道响应矩阵的行向量中,选择具有最大能量的行向量作为关键路径,所述关键路径对应的相对时延ω是:Slave channel response matrix In the row vector, the row vector having the largest energy is selected as the critical path, and the relative delay ω corresponding to the critical path is:
其中,所述argmax函数表示以为变量来寻找具有最大值的并输出其对应的变量是列向量的2范数,表示的信号能量;表示相对时延为的路径对应的m次信道响应估计构成的列向量,是信道响应估计矩阵的第行的转置;m表示基站发送波束训练导频的次数。Wherein the argmax function represents Find the maximum value for the variable And output its corresponding variable Column vector 2 norm, expressed Signal energy Indicates the relative delay is The channel vector of the m-th channel response estimate corresponding to the path is the channel response estimation matrix. First Transpose of the line; m represents the number of times the base station transmits the beam training pilot.
其中,估计模块1002,设置为根据分辨出的关键路径从预设的定向传输码本中确定出最佳定向发射波束和最佳定向接收波束组合,包括:The estimating module 1002 is configured to determine, according to the identified critical path, the best directional transmit beam and the best directional receive beam combination from the preset directional transmission codebook, including:
根据最大似然准则,最佳定向发射波束和最佳定向接收波束组合表示如下:Optimal directional transmit beam and best directional receive beam combination based on maximum likelihood criteria Expressed as follows:
其中,所述argmin函数表示以χ为变量寻找具有最小值的表示2范数的平方,Θχ表示探测矩阵Θ的第χ列向量;Wherein, the argmin function indicates that the minimum value is found by using χ as a variable Represents the square of the 2 norm, Θ χ represents the χ column vector of the detection matrix ;;
其中,所述argmax函数表示以χ为变量寻找具有最大值的
|·|表示绝对值;Wherein, the argmax function indicates that the maximum value is found by using χ as a variable |·| indicates an absolute value;
其中,探测矩阵是已知的,Θ的第i行为列向量
是预设的定向接收码本,nr表示接收端天线单元数,Kr表示预设的定向接收码本指定的定向波束数;是预设的定向发送码本,nt表示发送端天线单元数,Kt表示预设的定向发送码本指定的定向波束数;“u”表示探测波束AWV,ur,i表示第i个接收探测波束AWV,ut,i表示第i个发送探测波束AWV,vec()函数表示矩阵的列向量化。Among them, the detection matrix Is known, the ith i-behavior column vector Directive reception is preset codebook, n r represents the number of the receiving end of the antenna element, K r represents the predetermined directional beam number received codebook specified orientation; Is a preset directional transmission codebook, n t represents the number of antenna units at the transmitting end, K t represents the number of directional beams specified by the preset directional transmission codebook; “u” represents the detection beam AWV, u r, i represents the ith The receive probe beam AWV, u t,i represents the ith transmit probe beam AWV, and the vec() function represents the column vectorization of the matrix.
其中,所述最佳定向发射波束和最佳定向接收波束组合中包括:最佳定向发射波束序号和最佳定向接收波束序号
Wherein the best directional transmit beam and the best directional receive beam combination include: optimal directional transmit beam sequence number And optimal directional receive beam number
其中,所述最佳定向发射波束序号是所述最佳定向发射波束的AWV在预设的定向发送码本中的序号,所述最佳定向接收波束序号是所述最佳定向接收波束的AWV在预设的定向接收码本中的序号。The best directional transmit beam sequence number is a sequence number of the AWV of the best directional transmit beam in a preset directional transmit codebook, and the best directional receive beam sequence number is the AWV of the best directional receive beam. The serial number in the preset received codebook.
其中,导频接收模块1001,设置为接收基站发送的波束训练导频,包括:The pilot receiving module 1001 is configured to receive a beam training pilot sent by the base station, including:
接收m次波束训练导频,每一次波束训练导频对应的发送探测波束的AWV不同,每一次波束训练导频对应的接收探测波束的AWV也不同;m大于或等于1;Receiving m beam training pilots, the AWV of the transmitting probe beam corresponding to each beam training pilot is different, and the AWV of the receiving probe beam corresponding to each beam training pilot is also different; m is greater than or equal to 1;
其中,所述波束训练导频对应的发送探测波束的AWV,与数据传输阶段所述预设的定向传输码本确定的定向发送波束的AWV不同;所述波束训练导频对应的接收探测波束的AWV,与数据传输阶段所述预设的定向传输码本确定的定向接收波束的AWV不同。The AWV of the transmit probe beam corresponding to the beam training pilot is different from the AWV of the directional transmit beam determined by the preset directional transmission codebook in the data transmission phase; and the receive probe beam corresponding to the beam training pilot The AWV is different from the AWV of the directional receive beam determined by the preset directional transmission codebook in the data transmission phase.
其中,所述波束训练导频对应的发送探测波束、接收探测波束均具有以下至少一个特性:
The transmit probe beam and the receive probe beam corresponding to the beam training pilot have at least one of the following characteristics:
a)非显著方向性;a) non-significant directionality;
b)独立性。b) Independence.
其中,所述波束训练导频对应的发送探测波束和接收探测波束的AWV均由±1伯努利随机分布函数生成。The AWV of the transmit probe beam and the receive probe beam corresponding to the beam training pilot are both generated by a ±1 Bernoulli random distribution function.
上述实施例提供的一种波束训练方法和装置,波束训练阶段使用非定向波束进行训练,用户终端可以从信道响应中估计最佳发射波束和接收波束的组合,由于基站可以并行训练各个用户终端,因此大幅提高了波束训练的效率,降低了波束训练的开销。The beam training method and device provided by the foregoing embodiment, the beam training phase uses non-directional beam for training, and the user terminal can estimate the combination of the best transmit beam and the receive beam from the channel response. Since the base station can train each user terminal in parallel, Therefore, the efficiency of beam training is greatly improved, and the overhead of beam training is reduced.
本领域普通技术人员可以理解上述方法中的全部或部分步骤可通过程序来指令相关硬件完成,所述程序可以存储于计算机可读存储介质中,如只读存储器、磁盘或光盘等。可选地,上述实施例的全部或部分步骤也可以使用一个或多个集成电路来实现,相应地,上述实施例中的各模块/单元可以采用硬件的形式实现,也可以采用软件功能模块的形式实现。本发明不限制于任何特定形式的硬件和软件的结合。One of ordinary skill in the art will appreciate that all or a portion of the steps described above can be accomplished by a program that instructs the associated hardware, such as a read-only memory, a magnetic or optical disk, and the like. Optionally, all or part of the steps of the foregoing embodiments may also be implemented by using one or more integrated circuits. Accordingly, each module/unit in the foregoing embodiment may be implemented in the form of hardware, or may be implemented by using a software function module. Formal realization. The invention is not limited to any specific form of combination of hardware and software.
需要说明的是,本发明还可有其他多种实施例,在不背离本发明精神及其实质的情况下,熟悉本领域的技术人员可根据本发明作出各种相应的改变和变形,但这些相应的改变和变形都应属于本发明所附的权利要求的保护范围。It is to be understood that the invention may be susceptible to various other modifications and changes in the embodiments of the present invention without departing from the spirit and scope of the invention. Corresponding changes and modifications are intended to be included within the scope of the appended claims.
如上所述,本发明实施例提供的一种波束训练方法和装置具有以下有益效果:由于基站可以并行训练各个用户终端,因此大幅提高了波束训练的效率,降低了波束训练的开销。
As described above, the beam training method and apparatus provided by the embodiments of the present invention have the following beneficial effects: since the base station can train each user terminal in parallel, the beam training efficiency is greatly improved, and the beam training overhead is reduced.
Claims (28)
- 一种波束训练方法,应用于用户终端,该方法包括:A beam training method is applied to a user terminal, and the method includes:接收基站发送的波束训练导频;其中,所述波束训练导频对应的发送探测波束的天线权重矢量AWV是所述用户终端已知的;And receiving, by the base station, a beam training pilot, where the antenna weight vector AWV of the transmitting probe beam corresponding to the beam training pilot is known by the user terminal;根据对所述波束训练导频的接收估计不同探测波束下的信道响应,从时域分辨接收最佳的关键路径,根据分辨出的关键路径从预设的定向传输码本中确定出最佳定向发射波束和最佳定向接收波束组合;Estimating the channel response under different probe beams according to the receiving of the beam training pilots, receiving the best critical path from the time domain, and determining the optimal orientation from the preset directional transmission codebook according to the identified critical path. a transmit beam and a best directional receive beam combination;向基站反馈所述最佳定向发射波束的信息。The information of the best directional transmit beam is fed back to the base station.
- 如权利要求1所述的方法,其中:The method of claim 1 wherein:所述根据对所述波束训练导频的接收估计不同探测波束下的信道响应,包括:The estimating a channel response under different probe beams according to the receiving of the beam training pilot includes:根据接收到的波束训练导频,利用信道估计算法估计各个探测波束AWV组合下的信道响应估计矩阵 Estimating the channel response estimation matrix under the combination of each probe beam AWV by using the channel estimation algorithm according to the received beam training pilot
- 如权利要求2所述的方法,其中:The method of claim 2 wherein:所述从时域分辨接收最佳的关键路径,包括:The receiving the best critical path from the time domain resolution includes:从信道响应矩阵的行向量中,选择具有最大能量的行向量作为关键路径,所述关键路径对应的相对时延ω是:Slave channel response matrix In the row vector, the row vector having the largest energy is selected as the critical path, and the relative delay ω corresponding to the critical path is:其中,所述argmax函数表示以l为变量来寻找具有最大值的并输出其对应的变量l;是列向量的2范数,表示的信号能量;表示相对时延为l的路径对应的m次信道响应估计构成的列向量,是信道响应估计矩阵的第l行的转置;m表示基站发送波束训练导频的次数。 Wherein, the argmax function represents using l as a variable to find the maximum value And output its corresponding variable l; Column vector 2 norm, expressed Signal energy A column vector consisting of m channel response estimates corresponding to a path with a delay of l is a channel response estimation matrix. The transpose of the 1st line; m represents the number of times the base station transmits the beam training pilot.
- 如权利要求3所述的方法,其中:The method of claim 3 wherein:所述根据分辨出的关键路径从预设的定向传输码本中确定出最佳定向发射波束和最佳定向接收波束组合,包括:Determining, according to the identified critical path, a best directional transmit beam and a best directional receive beam combination from the preset directional transmission codebook, including:根据最大似然准则,最佳定向发射波束和最佳定向接收波束组合表示如下:Optimal directional transmit beam and best directional receive beam combination based on maximum likelihood criteria Expressed as follows:其中,所述argmin函数表示以χ为变量寻找具有最小值的Wherein, the argmin function indicates that the minimum value is found by using χ as a variable表示2范数的平方,Θχ表示探测矩阵Θ的第χ列向量; Represents the square of the 2 norm, Θ χ represents the χ column vector of the detection matrix ;;其中,所述argmax函数表示以χ为变量寻找具有最大值的|·|表示绝对值;Wherein, the argmax function indicates that the maximum value is found by using χ as a variable |·| indicates an absolute value;其中,探测矩阵是已知的,Θ的第i行为列向量 是预设的定向接收码本,nr表示接收端天线单元数,Kr表示预设的定向接收码本指定的定向波束数;是预设的定向发送码本,nt表示发送端天线单元数,Kt表示预设的定向发送码本指定的定向波束数;“u”表示探测波束AWV,ur,i表示第i个接收探测波束AWV,ut,i表示第i个发送探测波束AWV,vec()函数表示矩阵的列向量化。Among them, the detection matrix Is known, the ith i-behavior column vector Is a preset directional receiving codebook, n r represents the number of antenna units at the receiving end, and K r represents the number of directional beams specified by the preset directional receiving codebook; Is a preset directional transmission codebook, n t represents the number of antenna units at the transmitting end, K t represents the number of directional beams specified by the preset directional transmission codebook; “u” represents the detection beam AWV, u r, i represents the ith The receive probe beam AWV, u t,i represents the ith transmit probe beam AWV, and the vec() function represents the column vectorization of the matrix.
- 如权利要求4所述的方法,其中:The method of claim 4 wherein:所述最佳定向发射波束和最佳定向接收波束组合中包括:最佳定向发射波束序号和最佳定向接收波束序号 The optimal directional transmit beam and the best directional receive beam combination include: optimal directional transmit beam sequence number And optimal directional receive beam number其中,所述最佳定向发射波束序号是所述最佳定向发射波束的AWV在预设的定向发送码本中的序号,所述最佳定向接收波束序号是所述最佳定向接收波束的AWV在预设的定向接收码本中的序号。The best directional transmit beam sequence number is a sequence number of the AWV of the best directional transmit beam in a preset directional transmit codebook, and the best directional receive beam sequence number is the AWV of the best directional receive beam. The serial number in the preset received codebook.
- 如权利要求1所述的方法,其中:The method of claim 1 wherein:接收基站发送的波束训练导频,包括:Receiving beam training pilots sent by the base station, including:接收m次波束训练导频,每一次波束训练导频对应的发送探测波束的AWV不同,每一次波束训练导频对应的接收探测波束的AWV也不同;m大于或等于1;Receiving m beam training pilots, the AWV of the transmitting probe beam corresponding to each beam training pilot is different, and the AWV of the receiving probe beam corresponding to each beam training pilot is also different; m is greater than or equal to 1;其中,所述波束训练导频对应的发送探测波束的AWV,与数据传输阶段所述预设的定向传输码本确定的定向发送波束的AWV不同;所述波束训练导频对应的接收探测波束的AWV,与数据传输阶段所述预设的定向传输码本确定的定向接收波束的AWV不同。The AWV of the transmit probe beam corresponding to the beam training pilot is different from the AWV of the directional transmit beam determined by the preset directional transmission codebook in the data transmission phase; and the receive probe beam corresponding to the beam training pilot The AWV is different from the AWV of the directional receive beam determined by the preset directional transmission codebook in the data transmission phase.
- 如权利要求1所述的方法,其中:The method of claim 1 wherein:所述波束训练导频对应的发送探测波束、接收探测波束均具有以下至少一个特性:The transmit probe beam and the receive probe beam corresponding to the beam training pilot have at least one of the following characteristics:a)非显著方向性;a) non-significant directionality;b)独立性。b) Independence.
- 如权利要求7所述的方法,其中:The method of claim 7 wherein:所述波束训练导频对应的发送探测波束和接收探测波束的AWV均由±1伯努利随机分布函数生成。The AWV of the transmit probe beam and the receive probe beam corresponding to the beam training pilot are both generated by a ±1 Bernoulli random distribution function.
- 一种波束训练方法,应用于基站,该方法包括:A beam training method is applied to a base station, and the method includes:向用户终端发送波束训练导频;其中,所述波束训练导频对应的发送探测波束的天线权重矢量AWV是所述用户终端已知的;Sending a beam training pilot to the user terminal; wherein an antenna weight vector AWV of the transmitting probe beam corresponding to the beam training pilot is known by the user terminal;接收所述用户终端反馈的所述用户终端从预设的定向传输码本中确 定出的最佳定向发射波束的信息。Receiving, by the user terminal, the user terminal is confirmed from the preset directional transmission codebook The information of the best directional transmit beam is determined.
- 如权利要求9所述的方法,其中:The method of claim 9 wherein:所述波束训练导频对应的发送探测波束具有以下至少一个特性:The transmit probe beam corresponding to the beam training pilot has at least one of the following characteristics:a)非显著方向性;a) non-significant directionality;b)独立性。b) Independence.
- 如权利要求10所述的方法,其中:The method of claim 10 wherein:所述波束训练导频对应的发送探测波束的AWV由±1伯努利随机分布函数生成。The AWV of the transmitted probe beam corresponding to the beam training pilot is generated by a ±1 Bernoulli random distribution function.
- 如权利要求10所述的方法,其中:The method of claim 10 wherein:向用户终端发送波束训练导频,包括:Transmitting beam training pilots to the user terminal, including:向用户终端发送m次波束训练导频,每一次波束训练导频对应的发送探测波束的AWV不同;m大于或等于1;Sending m beam training pilots to the user terminal, the AWV of the transmitting probe beam corresponding to each beam training pilot is different; m is greater than or equal to 1;其中,所述波束训练导频对应的发送探测波束的AWV,与数据传输阶段所述预设的定向传输码本确定的定向发送波束的AWV不同。The AWV of the transmit probe beam corresponding to the beam training pilot is different from the AWV of the directional transmit beam determined by the preset directional transmission codebook in the data transmission phase.
- 如权利要求9所述的方法,其中:The method of claim 9 wherein:向用户终端发送波束训练导频,包括:向多个用户终端广播波束训练导频。Transmitting beam training pilots to the user terminal includes broadcasting the beam training pilots to the plurality of user terminals.
- 如权利要求9所述的方法,其中:The method of claim 9 wherein:所述最佳定向发射波束的信息是所述最佳定向发射波束的AWV在预设的定向传输码本中的序号;The information of the optimal directional transmit beam is a sequence number of the AWV of the optimal directional transmit beam in a preset directional transmission codebook;其中,所述预设的定向传输码本是基站在传输阶段使用的码本。The preset directional transmission codebook is a codebook used by the base station in the transmission phase.
- 一种波束训练装置,应用于用户终端,包括:A beam training device is applied to a user terminal, including:导频接收模块,设置为接收基站发送的波束训练导频;其中,所述波 束训练导频对应的发送探测波束的天线权重矢量AWV是所述用户终端已知的;a pilot receiving module, configured to receive a beam training pilot transmitted by the base station; wherein the wave The antenna weight vector AWV of the transmit probe beam corresponding to the bundle training pilot is known to the user terminal;估计模块,设置为根据对所述波束训练导频的接收估计不同探测波束下的信道响应,从时域分辨接收最佳的关键路径,根据分辨出的关键路径从预设的定向传输码本中确定出最佳定向发射波束和最佳定向接收波束组合;An estimation module is configured to estimate a channel response under different probe beams according to the reception of the beam training pilot, and receive an optimal critical path from the time domain, and transmit the codebook from the preset orientation according to the identified critical path. Determining an optimal directional transmit beam and an optimal directional receive beam combination;反馈模块,设置为向基站反馈所述最佳定向发射波束的信息。And a feedback module, configured to feed back information of the best directional transmit beam to the base station.
- 如权利要求15所述的装置,其中:The apparatus of claim 15 wherein:估计模块,设置为根据对所述波束训练导频的接收估计不同探测波束下的信道响应,包括:An estimation module configured to estimate a channel response under different probe beams based on the reception of the beam training pilots, including:根据接收到的波束训练导频,利用信道估计算法估计各个探测波束AWV组合下的信道响应估计矩阵 Estimating the channel response estimation matrix under the combination of each probe beam AWV by using the channel estimation algorithm according to the received beam training pilot
- 如权利要求16所述的装置,其中:The apparatus of claim 16 wherein:估计模块,设置为从时域分辨接收最佳的关键路径,包括:The estimation module, set to receive the best critical path from time domain resolution, includes:从信道响应矩阵的行向量中,选择具有最大能量的行向量作为关键路径,所述关键路径对应的相对时延ω是:Slave channel response matrix In the row vector, the row vector having the largest energy is selected as the critical path, and the relative delay ω corresponding to the critical path is:其中,所述argmax函数表示以l为变量来寻找具有最大值的并输出其对应的变量l;是列向量的2范数,表示的信号能量;表示相对时延为l的路径对应的m次信道响应估计构成的列向量,是信道响应估计矩阵的第l行的转置;m表示基站发送波束训练导频的次数。Wherein, the argmax function represents using l as a variable to find the maximum value And output its corresponding variable l; Column vector 2 norm, expressed Signal energy A column vector consisting of m channel response estimates corresponding to a path with a delay of l is a channel response estimation matrix. The transpose of the 1st line; m represents the number of times the base station transmits the beam training pilot.
- 如权利要求15所述的装置,其中:The apparatus of claim 15 wherein:估计模块,设置为根据分辨出的关键路径从预设的定向传输码本中确 定出最佳定向发射波束和最佳定向接收波束组合,包括:The estimation module is set to transmit the codebook from the preset orientation according to the identified critical path Determining the optimal directional transmit beam and the best directional receive beam combination, including:根据最大似然准则,最佳定向发射波束和最佳定向接收波束组合表示如下:Optimal directional transmit beam and best directional receive beam combination based on maximum likelihood criteria Expressed as follows:其中,所述argmin函数表示以χ为变量寻找具有最小值的Wherein, the argmin function indicates that the minimum value is found by using χ as a variable表示2范数的平方,Θχ表示探测矩阵Θ的第χ列向量; Represents the square of the 2 norm, Θ χ represents the χ column vector of the detection matrix ;;其中,所述argmax函数表示以χ为变量寻找具有最大值的|·|表示绝对值;Wherein, the argmax function indicates that the maximum value is found by using χ as a variable |·| indicates an absolute value;其中,探测矩阵是已知的,Θ的第i行为列向量 是预设的定向接收码本,nr表示接收端天线单元数,Kr表示预设的定向接收码本指定的定向波束数;是预设的定向发送码本,nt表示发送端天线单元数,Kt表示预设的定向发送码本指定的定向波束数;“u”表示探测波束AWV,ur,i表示第i个接收探测波束AWV,ut,i表示第i个发送探测波束AWV,vec()函数表示矩阵的列向量化。Among them, the detection matrix Is known, the ith i-behavior column vector Is a preset directional receiving codebook, n r represents the number of antenna units at the receiving end, and K r represents the number of directional beams specified by the preset directional receiving codebook; Is a preset directional transmission codebook, n t represents the number of antenna units at the transmitting end, K t represents the number of directional beams specified by the preset directional transmission codebook; “u” represents the detection beam AWV, u r, i represents the ith The receive probe beam AWV, u t,i represents the ith transmit probe beam AWV, and the vec() function represents the column vectorization of the matrix.
- 如权利要求16所述的装置,其中:The apparatus of claim 16 wherein:所述最佳定向发射波束和最佳定向接收波束组合中包括:最佳定向发射波束序号和最佳定向接收波束序号 The optimal directional transmit beam and the best directional receive beam combination include: optimal directional transmit beam sequence number And optimal directional receive beam number其中,所述最佳定向发射波束序号是所述最佳定向发射波束的AWV在预设的定向发送码本中的序号,所述最佳定向接收波束序号是所述最佳定向接收波束的AWV在预设的定向接收码本中的序号。The best directional transmit beam sequence number is a sequence number of the AWV of the best directional transmit beam in a preset directional transmit codebook, and the best directional receive beam sequence number is the AWV of the best directional receive beam. The serial number in the preset received codebook.
- 如权利要求15所述的装置,其中:The apparatus of claim 15 wherein:导频接收模块,设置为接收基站发送的波束训练导频,包括:The pilot receiving module is configured to receive a beam training pilot sent by the base station, including:接收m次波束训练导频,每一次波束训练导频对应的发送探测波束的AWV不同,每一次波束训练导频对应的接收探测波束的AWV也不同;m大于或等于1;Receiving m beam training pilots, the AWV of the transmitting probe beam corresponding to each beam training pilot is different, and the AWV of the receiving probe beam corresponding to each beam training pilot is also different; m is greater than or equal to 1;其中,所述波束训练导频对应的发送探测波束的AWV,与数据传输阶段所述预设的定向传输码本确定的定向发送波束的AWV不同;所述波束训练导频对应的接收探测波束的AWV,与数据传输阶段所述预设的定向传输码本确定的定向接收波束的AWV不同。The AWV of the transmit probe beam corresponding to the beam training pilot is different from the AWV of the directional transmit beam determined by the preset directional transmission codebook in the data transmission phase; and the receive probe beam corresponding to the beam training pilot The AWV is different from the AWV of the directional receive beam determined by the preset directional transmission codebook in the data transmission phase.
- 如权利要求15所述的装置,其中:The apparatus of claim 15 wherein:所述波束训练导频对应的发送探测波束、接收探测波束均具有以下至少一个特性:The transmit probe beam and the receive probe beam corresponding to the beam training pilot have at least one of the following characteristics:a)非显著方向性;a) non-significant directionality;b)独立性。b) Independence.
- 如权利要求21所述的装置,其中:The device of claim 21 wherein:所述波束训练导频对应的发送探测波束和接收探测波束的AWV均由±1伯努利随机分布函数生成。The AWV of the transmit probe beam and the receive probe beam corresponding to the beam training pilot are both generated by a ±1 Bernoulli random distribution function.
- 一种波束训练装置,应用于基站,包括:A beam training device is applied to a base station, including:导频发送模块,设置为向用户终端发送波束训练导频;其中,所述波束训练导频对应的发送探测波束的天线权重矢量AWV是所述用户终端已知的;a pilot transmission module, configured to send a beam training pilot to the user terminal, where an antenna weight vector AWV of the transmit probe beam corresponding to the beam training pilot is known by the user terminal;响应接收模块,设置为接收所述用户终端反馈的所述用户终端从预设 的定向传输码本中确定出的最佳定向发射波束的信息。a response receiving module, configured to receive the user terminal feedback from the user terminal from a preset The information of the best directional transmit beam determined in the directional transmission codebook.
- 如权利要求23所述的装置,其中:The apparatus of claim 23 wherein:所述波束训练导频对应的发送探测波束具有以下至少一个特性:The transmit probe beam corresponding to the beam training pilot has at least one of the following characteristics:a)非显著方向性;a) non-significant directionality;b)独立性。b) Independence.
- 如权利要求24所述的装置,其中:The apparatus of claim 24 wherein:所述波束训练导频对应的发送探测波束的AWV由±1伯努利随机分布函数生成。The AWV of the transmitted probe beam corresponding to the beam training pilot is generated by a ±1 Bernoulli random distribution function.
- 如权利要求24所述的装置,其中:The apparatus of claim 24 wherein:导频发送模块,设置为向用户终端发送波束训练导频,包括:a pilot transmission module, configured to send a beam training pilot to the user terminal, including:向用户终端发送m次波束训练导频,每一次波束训练导频对应的发送探测波束的AWV不同;m大于或等于1;Sending m beam training pilots to the user terminal, the AWV of the transmitting probe beam corresponding to each beam training pilot is different; m is greater than or equal to 1;其中,所述波束训练导频对应的发送探测波束的AWV,与数据传输阶段所述预设的定向传输码本确定的定向发送波束的AWV不同。The AWV of the transmit probe beam corresponding to the beam training pilot is different from the AWV of the directional transmit beam determined by the preset directional transmission codebook in the data transmission phase.
- 如权利要求23所述的装置,其中:The apparatus of claim 23 wherein:导频发送模块,设置为向用户终端发送波束训练导频,包括:向多个用户终端广播波束训练导频。The pilot transmitting module is configured to send a beam training pilot to the user terminal, including: broadcasting the beam training pilot to the plurality of user terminals.
- 如权利要求23所述的装置,其中:The apparatus of claim 23 wherein:所述最佳定向发射波束的信息是所述最佳定向发射波束的AWV在预设的定向传输码本中的序号;The information of the optimal directional transmit beam is a sequence number of the AWV of the optimal directional transmit beam in a preset directional transmission codebook;其中,所述预设的定向传输码本是基站在传输阶段使用的码本。 The preset directional transmission codebook is a codebook used by the base station in the transmission phase.
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