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76 results about "Zero-forcing precoding" patented technology

Zero-forcing (or null-steering) precoding is a method of spatial signal processing by which the multiple antenna transmitter can null multiuser interference signals in wireless communications. Regularized zero-forcing precoding is enhanced processing to consider the impact on a background noise and unknown user interference, where the background noise and the unknown user interference can be emphasized in the result of (known) interference signal nulling.

Method for designing multi-user signal and energy simultaneous transmission system low complexity transceivers

The invention discloses a method for designing multi-user signal and energy simultaneous transmission system low complexity transceivers. The method comprises the following steps that a base station conducts channel estimation to obtain channel vectors between the base station and all users; an interference channel matrix of each user is defined, each interference channel matrix is composed of all channel vectors excerpt the channel vector of the corresponding user, singular value decomposition is conducted on each interference channel matrix to obtain a zero space orthogonal basis matrix, a zero-forcing precode and a maximum joint transmit precode of each user are calculated, and each transmit precode is fixed as the weighted combination of the corresponding zero-forcing precode and the corresponding maximum joint transmit precode; the joint design problem of transmit end precode weights based on transmit power minimizatio, and receiving end power splitting factors is solved through the positive semi-definite relaxation technology to obtain precode weight vectors and the receiving end power splitting factors; finally, the base station conducts precoding on emission signals and sends the power splitting factors to the corresponding users through control channels at the same time. The method reduces the transmit power and also lowers the calculation complexity.
Owner:ZHEJIANG SCI-TECH UNIV

Communication system transmission method based on intelligent reflection surface assistance

The invention discloses a communication system transmission method based on intelligent reflection surface assistance, which comprises the following steps: aiming at an intelligent reflection surface assistance single-user communication system based on instantaneous channel state information, transmitting a beam forming vector by adopting a maximum ratio transmission design, and optimizing intelligent reflection surface phase shift by utilizing a manifold alternating optimization method; for a single-user communication system assisted by an intelligent reflection surface based on statistical channel state information, carrying out joint optimization on a transmitted beam forming vector and intelligent reflection surface phase shift by utilizing an alternating iterative optimization method; for an intelligent reflection surface assisted multi-user communication system based on instantaneous channel state information, adopting a zero-forcing precoding design to transmit a beam forming vector, and utilizing a positive semidefinite relaxation method to optimize intelligent reflection surface phase shift. According to the method, a manifold alternating optimization method, an alternating iterative optimization method and a positive semidefinite relaxation method are adopted, so that the joint optimization problem of the base station transmitted beam forming vector and the IRS phase shift is solved.
Owner:NANJING UNIV OF POSTS & TELECOMM

Millimeter wave communication system hybrid precoding method based on zero forcing

The invention discloses a millimeter wave communication system hybrid precoding method based on zero forcing. The method comprises the steps of establishing a zero forcing precoding matrix according to a channel matrix; decomposing the zero forcing precoding matrix into a product of a unitary matrix and an upper triangular matrix through QR decomposition; matching the unitary matrix in the step 2 through utilization of an array manifold vector and establishing an analog end precoding matrix, wherein elements in the matrix have constant modulus characteristics; obtaining a digital end precoding matrix through utilization of the analog end precoding matrix and the zero forcing precoding matrix, wherein a final hybrid precoding matrix represents the product of the analog end precoding matrix and the zero forcing precoding matrix. In a millimeter wave downlink system of which the number of transmitting antennas is greater than that of receiving antennas, the number of radio frequency links required by the method is the same to that of the receiving antennas. Compared with the traditional ZF precoding of which number of radio frequency links is the same to that of the transmitting antennas, the method has the advantage that the number of the radio frequency links is fewer, so the hardware cost and extra hardware device power cost of the system are reduced.
Owner:NANJING UNIV OF POSTS & TELECOMM

Self-adaptive bit distributing method and self-adaptive bit distributing device in cooperative multi-aerial system

The invention provides a self-adaptive bit distributing method and a self-adaptive bit distributing device in a cooperative multi-aerial system. The self-adaptive bit distributing method includes: extracting the receiving power of a data signal and an interference signal and time delay information of every channel according to channel estimation; according to the signal receiving power and the time delay information of every channel, respectively calculating an optimal feedback bit number distributed to data channels and every interfering channel on the premise of fixing a total feedback bit number, minimizing rate loss caused by non-ideal state of channel information; determining the size of a codebook according to the optimal feedback bit number, selecting and transmitting corresponding code-quantified channel state information from the codebook according to a minimum chordal distance criterion by the aid of ideal channel information, and receiving the code-quantified channel state information and generating a zero-forcing pre-coding matrix according to the same. The zero-forcing pre-coding operation is performed by the aid of the obtained non-ideal channel information via a base station, and interferences among multiple users in a local cell and among neighbor cells are restrained.
Owner:BEIJING UNIV OF POSTS & TELECOMM

Joint distribution method of limited feedback number of bits in multi-point cooperation system

The invention provides a joint distribution method of limited feedback number of bits in a multi-point cooperation system. The method comprises the following steps that: a main base station and an assistant base station emit training sequences to a user, the user conducts channel estimation processing to obtain an estimated channel between the main base station and the assistant base station; the user feeds the power information of a receiving end back to the base station, and the main base station calculates a bit distribution scheme according to the information; the main base station feeds the bit distribution result back to each user; the user quantizes the channel information obtained in channel estimation according to the distributed feedback number of bits, and feeds numeral sequence back to the main base station; the main base and the assistant base station perform zero-forcing pre-coding matrix calculation according to the feedback channel status information; and the main base station and the assistant base station perform linear preprocessing to the user data and send the user data to the user. According to the joint distribution method of limited feedback number of bits in the multi-point cooperation system, a feedback bit joint distribution method is adopted to distribute feedback number of bits of the system to each channel of each user in a self-adaptive manner, and the cell throughout rate and the system total data rate are improved.
Owner:SHANGHAI JIAO TONG UNIV

Pilot pollution-eliminated double-layer pre-coding design method in massive MIMO system

The invention discloses a pilot pollution-eliminated double-layer pre-coding design method in a massive MIMO (Multiple Input Multiple Output) system, and belongs to the technical field of wireless communication. The specific design process is as follows: when the system works in a TDD (Time Division Duplex) mode, sending a pilot sequence to a base station by a user for estimation of an uplink channel, and obtaining downlink channel estimation based on channel reciprocity by the base station; then designing an outer-layer pre-coding matrix based on a zero-forcing pre-coding idea at the base station end so as to suppress inter-user interference in a cell; and finally regarding a channel and the outer-layer pre-coding matrix as an integer to serve as an equivalent channel, and further designing an inner-layer pre-coding matrix based on a minimum mean square error criterion to suppress interference caused by pilot pollution in the system. According to the pilot pollution-eliminated double-layer pre-coding design method in the massive MIMO system, the pre-coding matrix is designed in combination with the pilot pollution elimination, and the problem of inherent pilot pollution existing in the massive MIMO system is solved.
Owner:CHONGQING UNIV OF POSTS & TELECOMM

Precoding technique in massive MIMO network based on time inversion

The invention relates to a precoding technique in a massive MIMO network based on time inversion, specifically relates to the fusion and improvement of the time inversion technique and the precoding technique in the massive MIMO network, and achieves the purpose of interference inhibition. The channel optimization of the technique is performed on the basis of the time inversion technique, and thetechnique achieves the energy gathering through the spatiotemporal focusing of the time inversion technique. The improvement is achieved on the basis of the zero-forcing precoding technique, and the technique reduces the inter-user interference and co-channel interference in the massive MIMO network through the zero-forcing precoding technique in a multi-path environment, thereby achieving the interference inhibition. A receiving end antenna can obtain the channel state information of a multi-path channel at a base station antenna end through the channel detection, and the up-sampling is performed on the base station antenna so as to reduce the signal transmission rate. The inter-user interference and co-channel interference are reduced under the condition of the multi-path channel throughthe zero-forcing precoding technique, so the technique provided by the invention can enable the mean bit error rate to be reduced, and remarkably improves the SINR (Signal to Interference plus NoiseRatio) and the achievable rate of the massive MIMO system.
Owner:CHONGQING UNIV OF POSTS & TELECOMM

Unmatched channel power distribution method based on zero-forcing precoding and system thereof

ActiveCN106603133AImprove rationalityCommunication System Resource ConservationPower managementRadio transmissionChannel powerDistribution method
An embodiment of the invention provides a unmatched channel power distribution method based on zero-forcing precoding and a system thereof. The method comprises the following steps of acquiring and according to a terminal of an multiple-input-multiple-output system of zero-forcing precoding and an amplitude and a phase of a radio frequency circuit gain of a base station, establishing an uplink channel model and a downlink channel model; according to the uplink channel model and the downlink channel model, determining an approximate sum rate; and according to the approximate sum rate, establishing an optimization function taking a maximized approximate sum rate as an object. When receiving and transmission circuits of a base station side match with each other, and receiving and transmission circuits of a terminal side do not match with each other, according to the optimization function, through a water filling theorem, an optimal solution of base station power distribution is determined. Or when the receiving and transmission circuits of the terminal side match with each other, and the receiving and transmission circuits of the base station side do not match with each other, according to the optimization function, through a formula which is used to convert the function from nonconvexity into convexity, the optimal solution which makes the approximate sum rate be a maximum is determined. According to the optimal solution, downlink power of the multiple-input-multiple-output system is configured.
Owner:BEIJING UNIV OF POSTS & TELECOMM

Hybrid precoding energy efficiency optimization method of millimeter wave MIMO-OFDM communication system

The invention discloses a hybrid precoding energy efficiency optimization method of a millimeter wave MIMO-OFDM communication system. The hybrid precoding energy efficiency optimization method comprises the following steps: acquiring the maximum transmitting power of a millimeter wave MIMO-OFDM communication system base station and a channel matrix corresponding to each subcarrier; on the basis ofthe maximum transmitting power and each channel matrix, solving to obtain a power distribution value corresponding to each data stream under each subcarrier by taking the optimal energy efficiency ofthe base station as a target to form a subcarrier power distribution scheme; and obtaining a digital precoding matrix of each subcarrier and an analog precoding matrix suitable for all subcarriers based on the subcarrier power distribution scheme and the optimal energy efficiency target. According to the method, under the condition that the transmitting power of the base station is limited, a power distribution scheme and a hybrid precoding scheme which enable the energy efficiency to be optimal are provided. The combined design problem of hybrid precoding under broadband millimeter waves issolved, the energy efficiency is improved to the maximum extent, and compared with an existing all-digital zero-forcing precoding scheme, the energy efficiency of a millimeter wave MIMO-OFDM communication system is effectively improved while the network capacity performance is considered.
Owner:HUAZHONG UNIV OF SCI & TECH

Multi-user precoding method in coordinated multi-point system

The invention discloses a multi-user precoding method in a coordinated multi-point system and mainly solves the problems of large average feedback cost and average return cost in the prior art. The multi-user precoding method comprises the following implementing steps that: a random vector is utilized to carry out quantization and generate a codebook and the codebook is prestored at user sides and a base station side; each user obtains a downlink channel vector of the user by channel estimation and calculates a single-link channel direction; each user selects a codeword serial number of the single-link channel direction and a corresponding channel quality indication according to the minimum distance criterion; each user compares the channel quality indication of the user with a preset threshold value to obtain a downlink feedback index vector of the user; a base station carries out packet scheduling on the users according to the feedback index vectors to obtain a final set of the users to be served; and the base station reconstructs a downlink channel matrix of the set of the users to implement the zero-forcing precoding of a transmitting terminal. According to the invention, the selective limiting feedback and the packet scheduling are combined, the average feedback cost and the average return cost of the system are greatly reduced and the multi-user precoding method can be used for the coordinated multi-point system with low cost.
Owner:XIDIAN UNIV

Correlation rotation precoding method applied to GFDM communication system

The invention discloses a correlation rotation precoding method applied to a GFDM communication system. The problem of relatively low symbol error rate transmission performance of a generalized frequency division multiplexing GFDM communication system in the prior art is mainly solved. The related rotation precoding method comprises the following specific steps: (1) constructing an autocorrelation matrix; (2) constructing a zero forcing precoding matrix; (3) constructing a correlation rotation matrix; (4) eliminating a multiplicative channel fading factor; (5) constructing a correlation rotation precoding matrix; (6) precoding; and (7) transmitting a to-be-transmitted symbol. The correlation rotation precoding method disclosed by the invention has the advantages of high symbol error rate performance, adverse effects caused by self-interference and multi-path channel interference can be simultaneously eliminated, the interference is utilized to improve the symbol error rate transmission performance of the generalized frequency division multiplexing GFDM communication system, meanwhile the precoding processing method of signals is simple and feasible, and the signal transmission requirements of users in a real environment can be satisfied in a multi-path channel scene.
Owner:XIDIAN UNIV

Inter-cluster interference elimination method based on airspace fine intensity high fractional beams

The invention discloses an inter-cluster interference elimination method based on airspace fine intensity high fractional beams for mainly solving the problem of poor quality of service of cell edge users resulting from the ARSs overlapping phenomenon and the path loss in the prior art. The inter-cluster interference elimination method comprises the following steps: 1) selecting a collaboration area, and calculating a space correlation matrix; 2) calculating a first stage pre-beam forming matrix according to the space correlation matrix so as to calculate an equivalent channel dimension; 3) calculating an optimal spatial degree of freedom; 4) comparing the total degree of freedom with the maximum equivalent channel dimension, judging whether user clusters are suitable for interference alignment, if so, calculating a second stage interference alignment encoding and decoding matrix, and otherwise, calculating a second stage zero-forcing pre-encoding matrix; and 5) calculating a two-stagepre-encoding matrix in conjunction with the first stage encoding and the second stage encoding. According to the inter-cluster interference elimination method, the interference in the edge clusters is eliminated by alignment interference, the interference in central clusters is eliminated by zero-forcing pre-encoding, so that the throughput of the system is effectively improved, and the inter-cluster interference elimination method can be used for large-scale MIMO cellular networks.
Owner:XIDIAN UNIV

Intensive small cellular network user grouping and self-adaptive interference suppression method

The invention discloses an intensive small cellular network user grouping and self-adaptive interference suppression method. The intensive small cellular network user grouping and self-adaptive interference suppression method comprises the steps that: firstly, a central processing unit groups users by utilizing large-scale fading channel information of each user, the users in the same group use the same pilot frequency, and the users of different groups use different orthogonal pilot frequencies; secondly, each small cellular base station determines adjacent intergroup interference users by utilizing the large-scale fading channel information of the users, and estimates channel vectors of the adjacent users by utilizing received uplink pilot frequency; if intergroup interference users do not exist, an uplink can adopt maximum ratio combination (MRC) reception and a downlink can adopt maximum ratio transmission (MRT) precoding; and if the intergroup interference users exist, the uplink can adopt zero-forcing reception and the downlink can adopt zero-forcing precoding transmission, so as to eliminate intergroup interference. The intensive small cellular network user grouping and self-adaptive interference suppression method can reduce pilot frequency pollution and reduce system pilot frequency overhead by adopting the simple user grouping method; moreover, the small cellular base stations eliminate the intergroup interference in a self-adaptive manner, and can effectively improve the spectral efficiency of the system.
Owner:NANTONG RES INST FOR ADVANCED COMM TECH CO LTD

MU-MISO hybrid precoding design method based on multi-agent deep reinforcement learning

The invention discloses an MU-MISO hybrid precoding design method based on multi-agent deep reinforcement learning, and the method is suitable for a downlink system in communication. According to themethod, a base station constructs a plurality of deep reinforcement learning agents used for calculating an analog precoding matrix, each agent comprises an action prediction network and an experiencepool with priority, and the agents share a centralized reward value prediction network and a centralized evaluation network to cooperatively explore an analog precoding strategy. The method comprisesthe following steps: enabling a base station to acquire channel state information of a plurality of users, inputting the user channel information into a constructed intelligent agent, and outputtinga corresponding analog precoding matrix; and calculating a digital precoding matrix containing the digital precoding vector of each user through zero-forcing precoding and a water injection algorithm.According to the method, the problems of high hybrid precoding design complexity and poor reachable rate performance in a large-scale MIMO system can be effectively solved, and the method has relatively high robustness to a channel environment.
Owner:SOUTHEAST UNIV

Movement velocity-based antenna scale selection method applied in FDD large-scale MIMO system

The invention discloses a movement velocity-based antenna scale selection method applied in an FDD large-scale MIMO system. The method comprises the steps that a user side feeds back a pilot signal toa base station side by adopting an analog feedback scheme, and the base station side estimates out a downlink channel; and data is transmitted through zero-forcing precoding, then the opened antennanumber is derived according to the movement velocity of a user and the spectral efficiency of the MIMO system, the relation between the movement velocity and the optimal antenna scale is obtained, andthe opened antenna scale is selected. According to the method, the ratio of channel estimation and feedback in coherence time can be reasonably adjusted according to the difference of the movement velocities of users, an optimal compromise is made between the transmit diversity gain and the channel estimation and feedback overhead, and then the spectral efficiency of the system is effectively improved.
Owner:XI AN JIAOTONG UNIV

Precoding method based on CSM (Cholesky-Decompositionand Sherman-Morrison lemma)

The embodiment of this invention discloses a precoding method based on CSM (Cholesky-Decompositionand Sherman-Morrison lemma). The method is applicable when an inversion matrix satisfies the form of W=H.HH+omega.I or the character of positive definite hermitian in precoding. The method provided in this invention uses regularized zero-forcing precoding algorithm to illustrate, and comprises the following steps: complete procedure declaration and theoretical proof (method process and theoretical proof of Cholesky decomposition and Sherman-Morrison formula), performance analysis of improved regularized zero-forcing precoding algorithm, and applicable situation and performance optimization of the structure given in the form of the embodiment. The method provided in this invention uses regularized zero-forcing precoding algorithm to illustrate, but is not limited to the algorithm; for example, this method is further applicable to MMSE (Minimum Mean Square Error) algorithm, and the like. The method provided by this embodiment of this invention effectively reduces the computation complexity of precoding in Massive MIMO (Multiple Input Multiple Output) communication system, improves the resultant velocity, reduces the bit error rate, and improves and optimizes the performance of this type of technology.
Owner:BEIJING UNIV OF POSTS & TELECOMM
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