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37results about How to "Increase and rate" patented technology

Allocation method for wireless resources of ultra dense network based on dynamic clustering

The invention discloses an allocation method for wireless resources of an ultra dense network based on dynamic clustering. The allocation method comprises a base station dynamic clustering process and a resource block allocating process, and is characterized in that in the base station dynamic clustering process, dynamic clustering is performed on base stations randomly distributed in the network, a lot of base stations in the network are clustered according to an improved K-mean clustering method, and an effective allocation space is provided for inter-cluster resource block allocation of different modes of users; and in the resource block allocating process, joint processing is performed on single base station resource allocation of center users and inter-cluster CoMP resource allocation of edge users according to a clustering result in the step one, resource blocks with an excellent channel state of the base stations are allocated preferentially in clusters where the users are located according a provided proportional fairness based resource block allocation method, the received interference is reduced at the same time, the proportional fairness among the different modes of users is ensured, and an optimal resource block allocation result is acquired. The method disclosed by the invention can effectively improve the sum rate of the system users and achieves an ultimate objective of overall network resource optimization.
Owner:JIANGSU HENGXIN TECH CO LTD

Beam allocation method, device and system for multi-user millimeter wave communication system

The invention discloses a beam allocation method, device and system for a multi-user millimeter wave communication system, and belongs to the technical field of wireless communication. The beam allocation device includes a beam search module, an initialization selection module, a path number determination module, a single path priority determination module, a beam allocation module, a single path user beam allocation module, an adjustment update module, and a circulation termination determination module. The method makes full use of multipath information when different users communicate with a base station and performs beam allocation to users through the base station so that a maximum number of users can be served simultaneously when the base station can allocate mutually different transmission codewords to all service users, and the user rate is greatly increased.
Owner:SOUTHEAST UNIV

D2D-P multiplexing cellular network communication method capable of increasing frequency spectrum utilization rate

The invention relates to a D2D-P multiplexing cellular network communication method capable of increasing a frequency spectrum utilization rate. The method comprises the following steps of S1, establishing a cellular network; S2, according to Hk,m, using an interference alignment method to acquire a solution set of an N row and d column precoding matrix Fm of each D2D-Pm; S3, calculating an interference matrix Hk,mFm of the D2D-Pm to CUk and designing an N row and d column cellular user postposition coding matrix Wk orthogonal to the Hk,mFm; S4, using the interference alignment method based on a minimum mean square error to acquire transmitter precoding matrixes Fm and receiver postposition coding matrixes Gm of all the D2D-Pm and carrying out communication; S5, setting a SINR threshold omegath of the D2D-Pm and determining whether the D2D-Pm is connected to the cellular network; S6, using an improved water injection power distribution method to send power to all the D2D-Pm distribution; and S7, according to results of the step S2 to the step S6, carrying out communication. Compared to the prior art, by using the method, interferences of the D2D-Ps on a cellular user are aligned to a cellular user position; a communication priority of the cellular user is guaranteed; mutual interference among the D2D-Ps is controlled and a D2D-P sum rate is increased.
Owner:SHANGHAI NORMAL UNIVERSITY

ultra-dense millimeter wave D2D communication interference management method

The invention relates to an ultra-dense millimeter wave D2D communication interference management method. The method mainly solves the problem that beam width selection and resource allocation cannotbe considered at the same time in the aspect of interference management in the prior art. The invention provides an ultra-dense millimeter wave D2D communication interference management method based on combined beam width selection and resource optimization. The ultra-dense millimeter wave D2D communication interference management method comprises the following steps that firstly, system modelingand interference management problem modeling are conducted on a millimeter wave D2D communication system; Secondly, beam width selection is conducted through particle swarm optimization, and an optimal beam width vector is obtained; Finally, optimal joint power and time slot allocation vectors are obtained through resource optimization based on convex optimization approximation; According to the interference management method based on combined beam width selection and resource optimization, interference can be effectively managed, the number of parallel transmission links is increased, and a higher system and a higher rate are obtained.
Owner:NORTHWEST UNIV

Resource allocation method for channel condition optimization in NOMA of low-density code

The invention provides a resource allocation method for channel condition optimization in NOMA of a low-density code and belongs to the field of wireless communication. According to the method, a resource allocation method capable of maximizing the system sum rate is provided to match the phenomenon that different channel conditions exist between users; that is, through the channel condition information of the user obtained by a base station, the optimization problem of maximizing the sum rate is established under the condition that the sparsity constraint and the power constraint are guaranteed; the non-convex optimization problem is converted into a series of convex problems, which are solved through an iterative algorithm; and an approximate optimal RE mapping and power distribution scheme is obtained. Compared with an existing resource allocation method, the sum rate of the low-density code NOMA system is improved; and the block error rate (BLER) performance is improved.
Owner:BEIJING INSTITUTE OF TECHNOLOGYGY

Multi-user downlink three-dimensional statistics beam forming adaptive transmission method using channel mean information

The invention discloses a multi-user downlink three-dimensional statistics beam forming adaptive transmission method using channel mean information. A uniform planar antenna array is taken as a base station. The transmission method comprises the following steps: for an FDD (Frequency Division Duplex) system, each user calculates respective channel mean information, namely, a Rice factor, a channel mean vertical direction main mode and a horizontal direction main mode, by using a channel estimation result, and feeds the calculated respective channel mean information to the base station; for a TDD (Time Division Duplex) system, the base station calculates the downlink channel mean information of each user by using an uplink channel estimation result; and the base station selects a service user according to the obtained channel mean information, and performs pre-coding transmission on the service user. Through adoption of the multi-user downlink three-dimensional statistics beam forming adaptive transmission method using the channel mean information provided by the invention, the robustness of a system is enhanced effectively, and a large average mutual information amount can be obtained at low calculation complexity.
Owner:SOUTHEAST UNIV

Self-adaptive transmission method using channel statistical information in multi-user downlink transmission system

A self-adaptive transmission method using channel statistical information in a multi-user downlink transmission system can greatly improve the frequency spectrum utilization rate and the power efficiency. The transmission method is carried out according to the following steps: each user calculates the respective channel statistical information, i.e. channel characteristic mode coupling matrix, transmission correlation matrix and noise variance on each receiving antenna, according to the channel estimation result; and the base station performs power distribution and precoding transmission according to the channel statistical information fed back by each user. The invention provides the self-adaptive transmission scheme for the multi-user downlink transmission system using the channel statistical information, and the method can adjust the transmission parameters according to the channel statistical characteristics of the channel so as to acquire higher sum rate.
Owner:HUAWEI TECH CO LTD

Relay selection and resource information optimization method and system, computer equipment and application

The invention belongs to the technical field of millimeter wave D2D communication, and discloses a relay selection and resource information optimization method and system, computer equipment and application, and the method comprises the steps: building a joint relay selection and resource optimization model enabling the sum rate to be maximized, and decomposing the joint relay selection and resource optimization model into a relay selection sub-problem and a resource optimization sub-problem; secondly, constructing a weighted bipartite graph, enabling relay selection to be equivalent to a one-to-one weighted matching problem, and obtaining optimal relay selection by utilizing a maximum matching method based on a Hungary algorithm; and finally, for power optimization and time slot allocation sub-problems, utilizing a constraint concave-convex process principle to enable an original target function to be equivalent to a convex-convex form, performing linear approximation on the convex function subjected to sign reduction to obtain an approximate convex optimization problem, and iteratively optimizing the approximate convex optimization problem until convergence. The influence of interference and obstacle blocking on the throughput of the system can be effectively reduced, and the millimeter wave D2D communication system and rate are improved.
Owner:NORTHWEST UNIV(CN)

Reflector-assisted cell-free large-scale MIMO network intelligent joint beamforming method

The invention relates to the technical field of wireless communication, discloses a reflector-assisted cell-free large-scale MIMO network intelligent joint beamforming method, and solves the problems in the prior art that the optimization design complexity is relatively high, the calculation consumption is relatively large, and real-time optimization solution is difficult to carry out according to the change of an environment channel state. According to the method, based on a deep reinforcement learning method, optimization design of a beamforming vector of a base station and a reflection coefficient matrix of an intelligent reflection surface is carried out according to global channel state information observed in an environment. According to the deep reinforcement learning algorithm designed by the invention, the sum rate of users in the system can be greatly improved, and once the deep neural network after training convergence is obtained, time for optimization solution and computing resource overhead do not exist any more, and rapid and real-time response can be made to the change of the channel state in the environment.
Owner:UNIV OF ELECTRONICS SCI & TECH OF CHINA

Beam forming method of compact planar array Massive MIMO system

The invention discloses a beam forming method for a compact planar array Massive MIMO system. The beam forming method comprises the following steps: constructing a high-frequency sparse channel model on the basis of not considering a mutual coupling effect; performing asymptotic analysis on the high-frequency sparse channel model to obtain an asymptotic equivalence formula of a channel correlation matrix; based on an asymptotic equivalence formula, establishing an optimization model by taking maximization of the minimum receiving SINR values of all users as a target; carrying out equivalent transformation and solving on the optimization model to obtain a beam forming weight vector; based on the beamforming weight vector, performing beamforming processing on the user data, and performing signal transmission. According to the method, an asymptotic equivalence formula of a channel correlation matrix is derived through asymptotic analysis of a high-frequency sparse channel, and on the basis, a beamforming optimization problem is established by taking maximization of a user receiving signal to interference plus noise ratio as a target, so that the robustness of system performance to mutual coupling damage is ensured while the user sum rate is improved.
Owner:广州市埃特斯通讯设备有限公司

Multi-user downlink transmission system self adaptive transmission method by using channel statistical information

A multi-user downlink transmission system self adaptive transmission method by using channel statistical information can greatly improve frequency spectrum utilization and power efficiency of a communication system. The transmission method comprises the following steps that: users use results of channel estimation to calculate the channel statistical information of their own, namely, a channel characteristic mode coupling vector and the noise variance of receiving antennas of different users; and a base station selects served users and carries out power distribution and precoding transmission, based on the feedback channel statistical information from the users. The invention provides a multi-user downlink MISO transmission system self adaptive transmission scheme by using channel statistical information. The method can adjust transmission parameters according to statistical characteristics of the channel, and can acquire a relatively high sum data rate.
Owner:SOUTHEAST UNIV

Unmanned aerial vehicle deployment method for collecting forest fire prevention monitoring data

The invention provides an unmanned aerial vehicle deployment method for collecting forest fire prevention monitoring data, and the method specifically comprises the following steps: (1), constructingan uplink communication system in which ground sensor nodes are connected to an aerial unmanned aerial vehicle base station, and the system comprises a plurality of rotor unmanned aerial vehicles andthe ground sensor nodes; (2) constructing an optimization problem aiming at maximizing the sum rate of data uploaded to the unmanned aerial vehicle base station by the ground sensor nodes; (3) constructing an optimization model based on the game theory, and the problem in the step (2) being modeled into a non-cooperative game model with the unmanned aerial vehicle as a participant; and (4) iteratively obtaining a deployment strategy of the unmanned aerial vehicle by adopting a distributed learning algorithm until the optimization problem in the step (2) is optimal, and determining the final position of the rotor unmanned aerial vehicle. On the premise of guaranteeing the QoS of the sensor nodes, the maximum sum rate between the unmanned aerial vehicle and the ground sensor nodes in the whole system is achieved.
Owner:NANJING FOREST POLICE COLLEGE

Sky wave large-scale MIMO communication downlink transmission method

The invention discloses a sky-wave large-scale MIMO (Multiple Input Multiple Output) communication downlink transmission method, which comprises the following steps that: sky-wave large-scale MIMO communication adopts a beam-based channel statistical model which is expressed as a product of a beam matrix and a beam domain channel vector; the method comprises the following steps: at a base station side, generating a non-zero beam index set of each user and a multi-user non-zero beam index set by using statistical information and sparse characteristics of beam domain channels, and obtaining a dimensionality reduction beam domain channel, dimensionality reduction beam domain statistical channel information and a dimensionality reduction beam matrix of each user; at a base station side, optimal design or asymptotically optimal design of a user downlink precoding matrix is carried out in a dimensionality reduction beam domain, and then the obtained user downlink precoding matrix is utilized to generate a user downlink sending signal through precoding. According to the method, the spectrum efficiency of sky wave communication in a high-speed mobile scene can be remarkably improved, so that the transmission rate and the transmission distance are greatly improved, and meanwhile, the problem that a related large-dimensional downlink precoding matrix is complex in design is solved.
Owner:SOUTHEAST UNIV

Hybrid PLC/VLC system combined user pairing and subcarrier allocation scheme

The invention relates to a hybrid PLC / VLC system joint user pairing and subcarrier distribution scheme, and belongs to the technical field of power line communication and optical communication. In a user pairing stage, the scheme comprises the steps of: judging whether the number of users can be divided by 4 or not, if so, dividing the users into four groups according to a descending order of channel gains, and pairing the first group and the third group as well as the second group and the fourth group according to an optimal user pairing scheme respectively; otherwise, pairing the first userand the last user arranged according to the channel gain, and performing optimal user pairing on the remaining users according to the condition that the remaining users can be divided by 4. In the subcarrier distribution stage, roulette operation, crossover operation based on a crossover critical value and self-adaptive mutation operation are sequentially executed in each iteration until convergence conditions are met, and at the moment, subcarrier distribution schemes of all paired user pairs are output. According to the method, the calculation complexity can be reduced while the sum rate ofthe hybrid PLC / VLC system is ensured, and the fairness and the user satisfaction of the hybrid PLC / VLC system can also be considered.
Owner:CHONGQING UNIV OF POSTS & TELECOMM

Power distribution mechanism for decode-and-forward relay system

InactiveCN102186231AIncrease and rateMultiplexing Gain ImprovementPower managementError preventionTrunkingControl theory
The invention provides a power distribution mechanism for a decode-and-forward relay system. The decode-and-forward relay system comprises i sending ends, i receiving ends and a relay R. The sending ends Si (i is equal to 1, 2, ...) respectively send two parts of information, wherein each part of the sending information is limited by the corresponding sending power; and the relay R receives and decodes the information and transfers the information to the receiving ends Di (i is equal to 1, 2, ...), and the information is limited by the sending power of the relay R. The power distribution mechanism of the invention distributes an index to the sending power of each part of the information in the decode-and-forward relay system, so that the power of each part is an index function of the total power and corresponds to a power index distribution factor; and the power index distribution factor in the method is used for representing the speed rate and multiplexing gain of the decode-and-forward relay system so as to simplify the analysis of the decode-and-forward relay system. According to the characteristics of the actual system, the corresponding power index distribution factor is improved so that the speed rate or the multiplexing gain of the system is improved.
Owner:BEIJING UNIV OF POSTS & TELECOMM

3D-MIMO downlink multi-user scheduling and adaptive transmission method

The invention provides a 3D-MIMO downlink multi-user scheduling and adaptive transmission method. A base station adopts a uniform plane antenna array, and the method comprises the following steps of:in an initial state, calculating beam forming indexes of each user in horizontal and vertical directions by utilizing statistic channel information; and carrying out multi-user scheduling by adoptinga smallest similarity degree method, selecting a service user with the smallest similarity degree to calculate a precoding vector and carrying out precoding transmission. The method can effectively reduce interference among the users, can obtain high system throughput with low calculation complexity, can obtain a high sum rate, and is high in robustness and easy to implement; only the statistic information of a channel is required, and thus, the 3D-MIMO downlink multi-user scheduling and adaptive transmission method requires a small channel information amount and is applicable to various typical wireless communication systems; and due to simultaneous consideration to influence of a line of sight of the channel and a correlation matrix, the channel has higher universality.
Owner:SOUTHEAST UNIV

Method for optimizing zero-forcing precoding matrix of visible light communication system

The invention discloses a method for optimizing a zero-forcing precoding matrix of a visible light communication system. The method comprises the following steps of: firstly, establishing a sum rate maximization model, then converting the sum rate maximization model into iterative solution for a non-convex problem, in the iteration, replacing a unique non-convex constraint with a convex constraintby utilizing the Cauchy Schwartz inequality and the AM-GM inequality, solving a convex problem to obtain a pre-coding matrix, stopping iteration when a convergence condition is met, and taking the pre-coding matrix as a final result, otherwise, continuing the next iteration. According to the invention, a higher sum rate is obtained under the same optical power constraint condition.
Owner:SOUTHEAST UNIV

Wireless resource allocation method for ultra-dense network based on dynamic clustering

The invention discloses a method for allocating wireless resources in an ultra-dense network based on dynamic clustering. The clustering of a large number of base stations provides effective allocation space for intra-cluster resource block allocation of users of different modes; the resource block allocation process, according to the clustering results in step 1, allocates resources to a single base station for central users and intra-cluster CoMP for edge users. Resource allocation is jointly processed. Through the proposed resource block allocation method based on proportional fairness, within the user cluster, the resource blocks with better channel status of the base station are allocated preferentially, while reducing the interference received and ensuring different modes of users. The proportional fairness among them can get the optimal resource block allocation result. The method of the invention can effectively increase the sum rate of system users, and achieve the ultimate goal of optimizing the overall network resources.
Owner:JIANGSU HENGXIN TECH CO LTD

Multi-user millimeter wave large-scale MIMO channel estimation method

The invention relates to a multi-user millimeter wave large-scale MIMO channel estimation method. The method comprises the following steps of 1) establishing a multi-user millimeter wave large-scale MIMO system and a channel model, 2) modeling signals received by multiple users into a third-order tensor model, and then acquiring a user group through convolution segmentation and K-means clustering, 3) establishing a user group dictionary containing multi-user channel information by using sparsity recovery of the signals, 4) performing dimensionality reduction on a user group channel by using manifold learning, and establishing a multi-user channel tensor dictionary manifold learning model, and 5) eliminating interference of other user group channels by using a tensor alternating direction method, and obtaining angle information and delay information of the user group channels by adopting multi-signal classification. Compared with the prior art, the method has the advantages that the problems of low resolution and inaccurate estimation in multi-user channel estimation can be solved, and the like.
Owner:SHANGHAI NORMAL UNIVERSITY

An Interference Alignment Method Based on Antenna Selection

The invention discloses an interference alignment method based on antenna selection. The sending end antenna selection technology and the sending end antenna selection technology used on a base station side are imported in the interference alignment method disclosed by the invention, and a column vector norm of a channel matrix is used as a selection parameter to select an antenna corresponding to a column vector with a relatively large norm. A pre-encoding matrix is designed according to the channel vector corresponding to the selected antenna, the pre-encoding matrix is composed of two serial matrixes, a front matrix is used for eliminating the interference among different users in the same cell, and a back matrix is designed for the existence of a zero-forcing matrix. Then, the zero-forcing matrix of a receiving end is designed to eliminate the interference caused by a neighbor cell. Firstly, the zero-forcing matrix is designed according to an interference channel matrix to eliminate the interference caused by the neighbor cell; and on the basis, the pre-encoding matrix is designed. In combination with the two technologies, the feedback information amount of the user is reduced, and higher system and rate can be obtained while realizing interference alignment on the premise of not greatly increasing the complexity.
Owner:NANJING UNIV OF POSTS & TELECOMM

User classification method for relay auxiliary data transmission of wireless communication

The invention relates to a user classification method for the relay auxiliary data transmission of the wireless communication, which belongs to the wireless data transmission technology field. One of the technical proposals of the method is that: a Kth user is arranged in the communication system, the large scale of the straight link is declined to Mu0k when the data is received, the large scale between a base station and a relay is declined to Mu1, the large scale between the relay and the users is declined to Mu2k, wherein, the Mu0k can be taken as the measurement of the straight link, the harmonic mean 2Mu1* Mu2k / (Mu1+ Mu2k) of the Mu1 and the Mu2k can be taken as the measurement of the relay link, if the Mu0k is bigger than or equals to the 2Mu1* Mu2k / (Mu1+ Mu2k), the kth user can be placed into the straight user congregation, if the Mu0k is smaller than the 2Mu1* Mu2k / (Mu1+ Mu2k), the k user can be placed into the relay user congregation, and above operation is executed to all users in the ergodic communication system, so as to obtain the straight user congregation and the relay user congregation. The method can effectively alleviate the effects to the communication system performance due to the signal channel lager scale decline, so as to enable the speed of the system to be improved.
Owner:EASYWAY

A method for optimizing zero-forcing precoding matrix in visible light communication system

The invention discloses a method for optimizing a zero-forcing precoding matrix of a visible light communication system. Firstly, a model for maximizing the sum rate is established, and then the model for maximizing the sum rate is converted into an iterative solution to a non-convex problem. In one iteration, the Cauchy-Schwartz inequality and basic inequality replace the only non-convex constraint with a convex constraint, and then solve a convex problem to obtain a precoding matrix. When the convergence condition is met, the iteration terminates, and the precoding matrix is ​​the final result , otherwise proceed to the next iteration. The present invention obtains a higher sum rate under the same optical power constraint condition.
Owner:SOUTHEAST UNIV

A Resource Allocation Method for Channel Condition Optimization in Noma of Low Density Codes

The invention proposes a resource allocation method for channel condition optimization in NOMA of low-density codes, which belongs to the field of wireless communication. By matching the phenomenon that there will be different channel conditions among users, the method of the present invention proposes a resource allocation method that can maximize the system and rate, that is, the channel condition information of users obtained through the base station, while ensuring sparsity constraints and power constraints Under the conditions of maximization and rate, the optimization problem of maximization and rate is established, and by converting the non-convex optimization problem into a series of convex problems, and solving iterative algorithms, an approximately optimal RE mapping and power allocation scheme is obtained. Compared with the existing resource allocation method, the sum rate of the low-density code NOMA system is improved, and the block error rate (BLER) performance is improved.
Owner:BEIJING INSTITUTE OF TECHNOLOGYGY

A Joint User Pairing and Subcarrier Allocation Scheme for Hybrid PLC/VLC System

The invention relates to a mixed PLC / VLC system combined user pairing and subcarrier allocation scheme, belonging to the technical fields of power line communication and optical communication. In the user pairing stage, it is judged whether the number of users is divisible by 4. If yes, the users are divided into four groups in descending order of channel gain, and the first group and the third group, as well as the second group and the fourth group are paired according to the optimal user pairing scheme. ; Otherwise, pair the first user and the last user arranged according to the channel gain, and perform optimal user pairing for the remaining users according to divisible by 4. In the subcarrier allocation stage, each iteration executes the roulette operation, the crossover operation based on the crossover critical value, and the adaptive mutation operation until the convergence condition is met, at which point the subcarrier allocation schemes of all paired user pairs are output. The method of the invention can reduce the computational complexity while ensuring the mixed PLC / VLC system and rate, and can also take into account the fairness and user satisfaction of the mixed PLC / VLC system.
Owner:CHONGQING UNIV OF POSTS & TELECOMM

Intelligent metasurface-assisted large-scale MIMO related channel capacity analysis and optimization method

The invention discloses a capacity analysis and optimization method for an intelligent metasurface-assisted large-scale MIMO related channel, and the method comprises the steps: deploying the uplink communication between an intelligent metasurface-assisted user and a base station, and obtaining a channel mean value and a spatial correlation matrix; the users simultaneously transmit orthogonal pilot frequency sequences, and the base station performs channel estimation to obtain total channel state information from each user to the base station; in the data transmission stage, a user transmits a data signal, and the base station processes the received data signal by using an estimated channel and adopting a maximum ratio merging algorithm; obtaining a closed expression of the lower bound of the uplink traversal capacity by adopting a delimitation method of using and forgetting channel state information; optimizing a reflection coefficient matrix of the intelligent metasurface by using a cross entropy method according to a criterion of maximizing the user sum rate; according to the method, spatial correlation of channels and discrete phase constraints of the intelligent metasurface are fully considered, a closed expression of traversal capacity is given, and a reflection coefficient matrix of the intelligent metasurface is optimized.
Owner:SOUTHEAST UNIV

Beam allocation method, device and system for multi-user millimeter wave communication system

The invention discloses a beam allocation method, device and system for a multi-user millimeter wave communication system, and belongs to the technical field of wireless communication. The beam allocation device includes a beam search module, an initialization selection module, a path number determination module, a single path priority determination module, a beam allocation module, a single path user beam allocation module, an adjustment update module, and a circulation termination determination module. The method makes full use of multipath information when different users communicate with a base station and performs beam allocation to users through the base station so that a maximum number of users can be served simultaneously when the base station can allocate mutually different transmission codewords to all service users, and the user rate is greatly increased.
Owner:SOUTHEAST UNIV
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