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36results about How to "High spectral efficiency" patented technology

Code division multiplexing method and system

This invention provides a code division multiplexing method and system which include the following steps: constructing the basic grouping perfect orthogonal complementary code pair mate, modulating the C code and S code of the basic grouping perfect orthogonal complementary code pair mate to the M orthogonal carrier frequency or orthogonal polarization waves which are serially in time, and implementing continuous shift on the modulated basic grouping perfect orthogonal complementary code pair mate. The present invention's code division multiplexing method and system make each carrier signal's average time bandwidth product approach to 1 by using orthogonal multicarrier, having the code utilization rate more than 1 through the shift overlapping under the condition of keeping the property of signature sequence groups' “zero related window” and making the signature sequence word's utilization rate far greater than 1 by using shift overlapping under the condition of losing the “zero related window” property of signature sequence but keeping the property of signature sequence groups' orthogonality. Therefore, the system has greater spectrum efficiency even if just using low dimensional modulation signals.
Owner:RESEARCH INSTITUTE OF TSINGHUA UNIVERSITY IN SHENZHEN

Intelligent reflecting surface assisted multi-user MIMO uplink energy efficiency spectral efficiency joint optimization method

The invention provides a multi-user MIMO uplink energy efficiency spectral efficiency joint optimization method assisted by an intelligent reflecting surface. In the method, a user sending signal is received by a base station after being reflected by an IRS, and a reflection unit of the IRS can change the phase of an incident signal. According to the method, part of channel state information is utilized, two different conditions that IRS reflection coefficients can be continuously valued and discretely valued are considered at the same time, and the IRS reflection coefficients can be continuously valued and discretely valued through an alternate optimization method, a deterministic equivalence principle, a secondary penalty method, an MM method, an accelerated projection gradient descent method and the like. And the precoding matrix of each user and the weighted sum of the reflection coefficient maximization energy efficiency and the spectral efficiency of the IRS are jointly designed.And when the channel state information changes, the central controller dynamically implements energy efficiency spectral efficiency joint optimization multi-user MIMO uplink transmission power distribution and IRS reflection coefficient adjustment. The method is low in implementation complexity, can effectively improve the energy efficiency and spectral efficiency of multi-user MIMO uplink communication, and achieves the balance between the energy efficiency and spectral efficiency.
Owner:SOUTHEAST UNIV

Broadcast and select all optical network

An all optical network for optical signal traffic has at least a first ring with at least one transmitter and one receiver. The first ring includes a plurality of network nodes. At least a first add / drop broadband coupler is coupled to the first ring. The broadband coupler includes an add port and a drop port to add and drop wavelengths to and or from the first ring, a pass-through direction and an add / drop direction. The first add / drop broadband coupler is configured to minimize a pass-through loss in the first ring and is positioned on the first ring.
Owner:OPVISTA +2

Cognitive radio power allocation method based on joint optimization of energy efficiency and spectral efficiency

The invention discloses a cognitive radio power allocation method based on joint optimization of energy efficiency and spectral efficiency, and belongs to the technical field of wireless communicationresource allocation. The method comprises the following steps: 1. a cognitive user adopts an energy sensing method to perform spectrum sensing to obtain a detection probability and a false alarm probability of the cognitive user; 2. under the constraints of the average transmitting power of the cognitive user, the average interference power of a primary user and a detection probability threshold,an optimization model P1 of maximum energy efficiency and spectral efficiency is established; 3, optimization model P1 is equivalently converted; and 4. optimal power allocation, maximum energy efficiency and maximum spectral efficiency are solved to obtain the optimal power allocation and the maximum energy efficiency spectrum efficiency. By adoption of the cognitive radio power allocation method disclosed by the invention, the optimal perceptual time and the optimal power allocation can be performed while satisfying the spectral efficiency of the cognitive network and maximizing the energyefficiency of the cognitive user, and the optimal perceptual time and the optimal power allocation can also be performed while satisfying the energy efficiency of the cognitive network and maximizingthe spectral efficiency of the cognitive user .
Owner:JIANGSU UNIV OF TECH

Direct detection differential polarization-phase-shift keying for high spectral efficiency optical communication

Efficient apparatus, methods, systems and devices to generate, transmit and detect optical differential polarization-phase-shift keying signals are disclosed for high spectral efficiency optical communication systems. It includes an electrical encoder and an optical encoder for generation of differentially encoded polarization-phase modulated optical signals and optical demodulators and balanced detectors for detection of the optical signals. The optical signals are transmitted through optical fiber links or free space. The electrical encoder maps independent data channels into differentially-encoded data sequences. In the optical encoder, the encoded data sequences from the electrical encoder drive optical modulators to generate differentially-encoded polarization-phase modulated optical signals at a symbol rate equal to the bit rate of each input data channel. After transmission through a transmission medium, the optical signals are demodulated optically and the original data are recovered by multilevel detection, without recovering the polarization state of received signals.
Owner:UNIV OF CENT FLORIDA RES FOUND INC

Large-scale MIMO downlink power distribution method based on energy efficiency and spectral efficiency joint optimization

The invention provides a large-scale MIMO downlink beam domain power distribution method based on energy efficiency and spectral efficiency joint optimization. In the method, a base station configures a large-scale antenna array, generates a large-scale beam set covering the whole cell through beam forming so as to serve a plurality of users at the same time, and implements energy efficiency spectrum effect joint optimization power distribution according to statistical channel state information of each user. The objective of power distribution optimization is to meet the system power constraint and maximize the weighted sum of energy efficiency and spectral efficiency, and a series of quasi-concave optimization problems are iteratively solved by utilizing a deterministic equivalence principle and an MM method to obtain a locally optimal power distribution matrix. In each iteration process, the quasi-concave optimization problem is decomposed into an inner layer optimization problem for solving an optimal power distribution matrix under given transmission power to maximize the system and the rate, and an outer layer optimization problem for solving the optimal transmission power. The realization complexity is low, the energy efficiency and the spectral efficiency of large-scale MIMO downlink communication can be effectively improved, and the balance between the energy efficiency and the spectral efficiency is realized.
Owner:SOUTHEAST UNIV

Reach extension for optical networks through control of modulation formats and numbers of subcarriers

A disclosed method for extending reach in an adaptive optical network may include selecting, for an optical channel having a given target distance and a given maximum data rate, the modulation format having the highest spectral efficiency among modulation formats supported in the adaptive optical network that are suitable for optical channels having the given target distance and the given maximum data rate, determining a symbol rate for the optical channel dependent on characteristics of transmission media for the optical channel, determining a number of subcarriers for the optical channel corresponding to the determined symbol rate, and activating subcarrier multiplexing (SCM) for the optical channel. Activating SCM may include configuring transponders to transmit or receive the traffic in the optical channel using the selected modulation format and the determined number of subcarriers. The method may be implemented by a network management system of the optical network.
Owner:FUJITSU LTD

Foldback-type bi-spectral gaze imaging system

A foldback-type bi-spectral gaze imaging system relates to a double-waveband gaze imaging system for detecting and identifying a target and solves the problem of small field of view in a visible light and infrared light double-waveband gaze imaging system in the case that the difficulty in system rigging is not increased. The imaging system consists of a full reflection system (12), a reflection system (13) and a cold light diaphragm (9). The full reflection system (12) consists of a first reflection mirror (2), a second reflection mirror (1) and a coated lens (3), which are coaxially arranged. The center of the first reflection mirror (2) is provided with a hole (2-1). The reflection system (13) consists of a first lens (4), a second lens (5), a third lens (6), a fourth lens (7) and a fifth lens (8). The imaging system achieves a relatively large field of view, has a great value for engineering application and can be used for detecting and identifying the target in a complex background or detecting and identifying a small target that is far away.
Owner:HARBIN INST OF TECH

Resource allocation method and device

The embodiment of the invention provides a resource allocation method and device. The method comprises the steps of determining an initial subcarrier pairing rule in a current communication network; determining an initial codebook allocation rule and an initial power allocation rule; determining a middle subcarrier pairing rule; calculating a first weight and rate; judging whether an absolute value of the difference between the first weight and rate and the initialized first weight and rate is greater than a first error value or not; if the absolute value is greater than the first error value, determining the middle subcarrier pairing rule as the initial subcarrier pairing rule, determining the first weight and rate as the initialized first weight and rate, and returning to the step of determining the initial codebook allocation rule and the initial power allocation rule; and if the absolute value is not greater than the first error value, determining the initial codebook allocation rule, the initial power allocation rule and the middle subcarrier pairing rule as the optimum codebook allocation rule, the optimum power allocation rule and the optimum subcarrier pairing rule. Through application of the embodiment of the invention, dense communication in a single relay network can be realized.
Owner:BEIJING UNIV OF POSTS & TELECOMM

Light-splitting prism

The invention provides a light-splitting prism, which comprises a first part (1) and a second part (2), wherein the glued surface (3) of the first part (1) and the second part (2) is placed plated with a beam-splitting film (4); the beam-splitting film (4) is arranged on the first part (1) or the second part (2); incident light is emitted from the incident surface (11) of the first part (1); an included angle between the incident light and the glued surface (3) is less than 30 degrees; the inner side of the incident surface (11) is a first total-reflection surface; the inner side of the second part (2) along the direction of the emitted incident light is a second total-reflection surface; and a light beam reflected by the first total-reflection surface and the second total-reflection surface respectively is transmitted out along the first emergent surface (12) of the first part (1) and the second emergent surface (22) of the second part (2). The prism solves the technical problem that the background art is low in light-splitting efficiency and strong in light-splitting polarization influence, and has the advantages of easy design for the beam-splitting film, wide waveband range of adaptive light, and the like.
Owner:XI'AN INST OF OPTICS & FINE MECHANICS - CHINESE ACAD OF SCI

Receiver for high spectral efficiency data communications system using encoded sinusoidal waveforms

A method of recovering information encoded by a modulated sinusoidal waveform having first, second, third and fourth data notches at respective phase angles, where a power of the modulated sinusoidal waveform is reduced relative to a power of an unmodulated sinusoidal waveform within selected ones of the first, second, third and fourth data notches so as to encode input digital data. The method includes receiving the modulated sinusoidal waveform and generating digital values representing the modulated sinusoidal waveform. A digital representation of the unmodulated sinusoidal waveform is subtracted from the digital values in order to generate a received digital data sequence, which includes digital data notch values representative of the amplitude of the modulated sinusoidal waveform within the first, second, third and fourth data notches. The input digital data is then estimated based upon the digital data notch values.
Owner:TERAWAVE LLC

Large-scale MIMO multicast power distribution method based on energy efficiency and spectral efficiency joint optimization

The invention discloses a large-scale MIMO multicast power distribution method based on energy efficiency and spectral efficiency joint optimization, which comprises the following steps: a base station configures a large-scale antenna array, and generates a large-scale beam set covering the whole cell through beam forming so as to perform multicast communication with a user, i.e., multicast signals are simultaneously sent to the user on the same time-frequency resource. Through a channel detection process of an uplink, the base station acquires statistical channel state information of each user, and utilizes a weight factor to implement multicast transmission power distribution with optimal system resources (namely, the weighted sum of maximum energy efficiency and spectral efficiency). According to the method, the implementation complexity is low, and the energy efficiency and spectral efficiency of large-scale MIMO multicast transmission can be effectively balanced to obtain the maximum resource efficiency.
Owner:SOUTHEAST UNIV

Multi-user cognition MIMO interference channel distributed energy efficiency optimization method

The invention discloses a multi-user cognition MIMO interference channel distributed energy efficiency optimization method, comprising the steps of establishing a cognition user energy efficiency maximization target function according to the power limitation and interference threshold limitation of a cognition user, performing equation transformation on the cognition user energy efficiency maximization target function, removing all coupling relationships of the cognition user generated by interference threshold limitation, removing limitation conditions in a cognition user decoupling equivalent energy efficiency maximization target function by using a Lagrange method to obtain a cognition user extended type decoupling equivalent energy efficiency maximization target function, computing the optimal power value of the cognition user through convex optimization by using a matrix decomposition theory, and finally obtaining the optimal energy efficiency value of the cognition user. According to the multi-user cognition MIMO interference channel distributed energy efficiency optimization method provided by the invention, the spectrum effect as well as the energy efficiency of the system can be improved, and thereby the feasibility in practical application can be enhanced.
Owner:河南溯源通信科技有限公司

Large-scale MIMO safe multicast transmission power distribution method with optimal energy efficiency

The invention provides a large-scale MIMO (Multiple Input Multiple Output) safe multicast transmission power distribution method with optimal energy efficiency based on statistical channel state information. The method is used for using a large-scale antenna array and the statistical channel state information. Public signals transmitted by a base station are transmitted to a plurality of legal target users in a multicast mode, an eavesdropper eavesdrops in a transmitting area, the base station obtains statistical channel state information of all the users and the eavesdropper in the transmitting process, multicast transmission power distribution with the optimal energy efficiency is implemented. A series of convex optimization sub-problems are solved through two-layer iteration by utilizing a Minorize Maximize method, Dinkelbach transformation and determinacy so as to obtain a beam domain power distribution matrix of safe multicast. When statistical channel state information between the base station and each user as well as between the base station and an eavesdropper changes, the base station can dynamically implement safe multicast transmission power distribution with optimal energy efficiency, the complexity is low, and the energy efficiency of large-scale MIMO safe multicast transmission can be effectively improved.
Owner:SOUTHEAST UNIV

Maximum minimum energy efficiency multi-cell large-scale MIMO beam domain power distribution method

The invention discloses a maximum minimum energy efficiency multi-cell large-scale MIMO beam domain power distribution method, which comprises the following steps: constructing a cell cluster and configuring an antenna array, generating a beam set through beam forming: obtaining statistical channel state information of each user in the cell cluster: sending the statistical channel state information to a central processing center, and carrying out multi-cell large-scale MIMO beam domain power distribution; and dynamically carrying out the multi-cell large-scale MIMO beam domain power distribution according to the change of the statistical channel state information. According to the method, the energy efficiency and the spectral efficiency are effectively improved through the large-scale antenna array, the beam domain statistical channel state information of a plurality of cell users is fully utilized, the design performance is improved, the maximum minimum energy efficiency multi-cell large-scale MIMO beam domain power distribution is carried out, and the complexity of optimization problem solving and physical layer implementation is remarkably reduced.
Owner:SOUTHEAST UNIV

Determining method and device for macro and micro base station arrangement

The invention provides a determining method and device for macro and micro base station arrangement, and relates to the field of mobile communication. The networking manner between a macro base station and micro stations within the coverage range of the macro station is determined; and according to the determined networking manner, corresponding system spectrum-effect constraint and an edge user coverage constraint; a preset algorithm to determine the system efficacy, the emission power of the micro stations for determining the system efficacy and the amount of the micro stations which need arrangement are iterated till a parameter pair composed of the emission power and the amount of the micro stations is determined, and the system efficacy determined by the parameter pair is highest on the premise that the parameter pair satisfies the constraints, namely the emission power and the amount, of the micro stations, forming the parameter pair satisfy the system spectrum-effect constraint, and the amount of the micro stations satisfies the edge user coverage constraint; and the determined parameter pair is used to arrange the micro stations within the coverage range of the macro station. Compared with the prior art, the method and device are more reasonably.
Owner:CHINA MOBILE COMM GRP CO LTD

Uplink channel multiplexing method and device, and terminal

The embodiment of the invention provides an uplink channel multiplexing method and device, and a terminal, and the method comprises the following step that when the terminal needs to transmit a plurality of overlapped physical uplink control channels (PUCCH) and / or physical uplink shared channels (PUSCH) in the same time slot or sub-time slot, if one of the PUCCH transmission or the PUSCH transmission corresponds to a downlink control information (DCI) format detected by the terminal, the terminal expects that a start symbol S0 of the earliest PUCCH or PUSCH in the overlapped PUCCHs and / or PUSCHs meets a first condition. According to the scheme of the invention, the error condition and the processing condition that the base station cannot control the terminal can be avoided, the time delay and reliability requirements of the URLLC service are met, and the system spectrum efficiency is improved.
Owner:CHINA MOBILE COMM LTD RES INST +1

High-spectral-efficiency secure-truncation orthogonal frequency division multiplexing transmission method

The invention provides a high-spectral-efficiency secure-truncation orthogonal frequency division multiplexing transmission method and relates to the technical field of information and communication.The method comprises the steps of inputting a bit information sending sequence I into a transmitter based on IFFT, outputting a time domain sending signal s, and carrying out random truncation on thetime domain sending signal through utilization of a security matrix theta, and sending the signal; and receiving a signal vector y by a receiver based on FFT under the condition that the theta is known, obtaining a frequency domain observation signal vector Y, carrying out V times of ICI interference suppression on the Y, finishing iteration, obtaining a received signal vector Y^caret, and outputting an estimated value S^caret through hard decision based on the Y^caret, passing a demodulator by the S^caret and then outputting the estimated value I^caret of the bit sending sequence, wherein one-time ICI interference suppression comprises the process of adding the frequency domain observation signal vector Y and currently obtained interference estimation -CS<v>-tilde to obtain the received signal vector Y^caret, obtaining the estimated value S<v>-tilde of the bit information sending sequence through the hard decision based on the obtained received signal vector Y^caret, and carrying outICI estimation on the estimated value S<v>-tilde to obtain the interference estimation -CS<v>-tilde. According to the method, the error performance of the receiver of a legal user is improved.
Owner:HARBIN INST OF TECH

Large-scale mimo downlink power allocation method based on joint optimization of energy efficiency and spectral efficiency

The invention proposes a large-scale MIMO downlink beam domain power allocation method for joint optimization of energy efficiency and spectral efficiency. In this method, the base station configures a large-scale antenna array, and generates a large-scale beam set covering the entire cell through beamforming to serve multiple users at the same time. The base station implements power allocation based on the statistical channel state information of each user to jointly optimize energy efficiency and spectral efficiency. The goal of power allocation optimization is to satisfy the system power constraints and maximize the weighted sum of energy efficiency and spectral efficiency. Using the deterministic equivalence principle and MM method, iteratively solve a series of quasi-concave optimization problems to obtain a locally optimal power allocation matrix. In each iteration process, the quasi-concave optimization problem is decomposed into an inner layer optimization problem to find the optimal power allocation matrix to maximize the system and rate under a given transmission power, and an outer layer optimization problem to solve the optimal transmission power Optimization. The invention has low implementation complexity, can effectively improve the energy efficiency and spectrum efficiency of massive MIMO downlink communication, and realize the balance between the two.
Owner:SOUTHEAST UNIV

Information configuration method and device, channel estimation method and device and decoding device

The invention provides information configuration, channel estimation method and device, the information configuration method comprises the steps that a demodulation reference signal pilot frequency isconfigured in a time-frequency resource, the signal is used for transmitting a signal or used for a receiving end to conduct channel estimation or detection demodulation, the demodulation reference signal pilot frequency accounts for n symbols in m symbols in a time domain, m is an integer larger than 1, and n is equal to 0. By adopting the technical scheme, the problems that in the related art,the pilot frequency overhead is increased, and although the channel estimation performance can be improved, the system spectral efficiency is low due to the fact that the pilot frequency overhead is increased are solved.
Owner:ZTE CORP

A massive mimo multicast power allocation method for joint optimization of energy efficiency and spectrum efficiency

The invention discloses a massive MIMO multicast power distribution method with joint optimization of energy efficiency and spectrum efficiency. That is, multicast signals are sent to users on the same time-frequency resources at the same time. Through the uplink channel sounding process, the base station obtains the statistical channel state information of each user, and uses the weighting factor to implement the multicast transmission power allocation that optimizes system resources (ie, maximizes the weighted sum of energy efficiency and spectral efficiency). The invention has low implementation complexity, and can effectively balance the energy efficiency and spectrum efficiency of massive MIMO multicast transmission to obtain maximum resource efficiency.
Owner:SOUTHEAST UNIV

A Distributed Energy Efficiency Optimization Method for Multi-user Cognitive MIMO Interference Channel

The invention discloses a multi-user cognition MIMO interference channel distributed energy efficiency optimization method, comprising the steps of establishing a cognition user energy efficiency maximization target function according to the power limitation and interference threshold limitation of a cognition user, performing equation transformation on the cognition user energy efficiency maximization target function, removing all coupling relationships of the cognition user generated by interference threshold limitation, removing limitation conditions in a cognition user decoupling equivalent energy efficiency maximization target function by using a Lagrange method to obtain a cognition user extended type decoupling equivalent energy efficiency maximization target function, computing the optimal power value of the cognition user through convex optimization by using a matrix decomposition theory, and finally obtaining the optimal energy efficiency value of the cognition user. According to the multi-user cognition MIMO interference channel distributed energy efficiency optimization method provided by the invention, the spectrum effect as well as the energy efficiency of the system can be improved, and thereby the feasibility in practical application can be enhanced.
Owner:河南溯源通信科技有限公司

Resource allocation method, resource determination method, network equipment and terminal

The embodiment of the invention provides a resource allocation method, a resource determination method, network equipment and a terminal. The resource allocation method comprises the following steps: downlink control information (DCI) is sent to a terminal, the DCI carries first indication information and second indication information, the first indication information is used for indicating M modulation and coding strategies (MCS), the second indication information is used for indicating all frequency domain resources used by one or M physical downlink shared channels (PDSCH), m is an integer greater than or equal to 1. According to the scheme of the invention, the DCI overhead is effectively reduced; and the spectrum efficiency is improved.
Owner:CHINA MOBILE COMM LTD RES INST +1

A method and device for determining the deployment of macro and micro base stations

The invention provides a determining method and device for macro and micro base station arrangement, and relates to the field of mobile communication. The networking manner between a macro base station and micro stations within the coverage range of the macro station is determined; and according to the determined networking manner, corresponding system spectrum-effect constraint and an edge user coverage constraint; a preset algorithm to determine the system efficacy, the emission power of the micro stations for determining the system efficacy and the amount of the micro stations which need arrangement are iterated till a parameter pair composed of the emission power and the amount of the micro stations is determined, and the system efficacy determined by the parameter pair is highest on the premise that the parameter pair satisfies the constraints, namely the emission power and the amount, of the micro stations, forming the parameter pair satisfy the system spectrum-effect constraint, and the amount of the micro stations satisfies the edge user coverage constraint; and the determined parameter pair is used to arrange the micro stations within the coverage range of the macro station. Compared with the prior art, the method and device are more reasonably.
Owner:CHINA MOBILE COMM GRP CO LTD

A Method of Maximizing Minimum Energy Efficiency Multi-Cell Large-Scale MIMO Beam Domain Power Allocation

The invention discloses a method for maximizing minimum energy efficiency multi-cell large-scale MIMO beam domain power allocation. The method includes the following steps: constructing a cell cluster and configuring an antenna array, and generating a beam set through beamforming; Statistical channel state information: Send the statistical channel state information to the central processing center, and perform multi-cell massive MIMO beam domain power allocation: dynamically implement multi-cell massive MIMO beam domain power allocation according to changes in statistical channel state information. The present invention effectively improves the energy efficiency and spectral efficiency through a large-scale antenna array, and fully utilizes the beam domain statistical channel state information of multiple cell users, improves the design performance, and maximizes the minimum energy efficiency in the multi-cell large-scale MIMO beam domain Power allocation, significantly reducing the complexity of optimization problem solving and physical layer implementation.
Owner:SOUTHEAST UNIV

Online robust distributed multi-cell large-scale MIMO precoding method

The invention discloses an online robust distributed multi-cell large-scale MIMO precoding method. The method comprises the following steps that a cell cluster is constructed, antenna arrays are configured, and a beam set is generated through beam forming; base stations dynamically obtain statistical channel state information of users in cells; and each base station performs online multi-cell distributed large-scale MIMO beam domain power allocation by using a deterministic equivalent method, Charnes-Cooper transformation and an online gradient rising algorithm: in each stage of statistical channel state information changes, a power allocation matrix of the next stage is predicted according to all the channel state information obtained in the stage and the previous stages. According to the method, the energy efficiency of a system is effectively improved, the backhaul overhead is reduced by adopting distributed multi-cell cooperation, online precoding transmission can be carried out when channel state information changes, and certain robustness on channel estimation errors is achieved.
Owner:SOUTHEAST UNIV

Reconfigurable smart surface assisted joint optimization method for spectrum efficiency and energy efficiency of multi-user MISO downlink wireless communication

The invention discloses a reconfigurable intelligent surface-assisted multi-user MISO downlink wireless communication energy efficiency and spectrum efficiency joint optimization method, which comprises the following steps: in the multi-user MISO downlink transmission, a base station sends a signal to the reconfigurable intelligent surface, which can Reconstruct the path to the user after reflection from the smart surface, as well as the path directly from the base station to the user; based on the joint optimization of energy efficiency and spectrum efficiency as a criterion, the precoding matrix of the base station and the reflection coefficient matrix of the reconfigurable smart surface are jointly optimized; the energy efficiency The goal of joint spectral efficiency optimization is to maximize the weighted sum of system energy efficiency and spectral efficiency under the constraints of base station transmission power; the present invention realizes base station side precoding matrix and RIS through alternate optimization, Quadratic transformation, WMMSE transformation and convex optimization algorithm Joint optimization of reflection coefficient matrices. The invention has low algorithm complexity, can effectively improve the energy efficiency and spectrum efficiency of multi-user MISO downlink communication, and realize the balance between the two.
Owner:SOUTHEAST UNIV

Energy-efficient large-scale mimo non-orthogonal unicast multicast transmission power allocation method

The invention proposes a large-scale MIMO non-orthogonal unicast multicast transmission power allocation method with optimal energy efficiency. In this method, the base station generates a large-scale beam set covering the entire cell through beamforming, and performs non-orthogonal unicast and multicast communication with users, that is, simultaneously sends unicast and multicast signals to users on the same time-frequency resource . Through the uplink channel detection process, the base station obtains the statistical channel state information of each user, and implements non-orthogonal unicast multicast transmission power allocation with optimal energy efficiency. The algorithm mainly uses deterministic equivalence principle, MM method and Dinkelbach transform to solve a series of convex optimization sub-problems through two layers of iteration to obtain unicast and multicast beam domain power allocation matrices respectively. When the statistical channel information between the base station and each user changes, the base station can dynamically implement non-orthogonal unicast multicast transmission power allocation with optimal energy efficiency. The invention has low implementation complexity and can effectively improve the energy efficiency of large-scale MIMO non-orthogonal unicast multicast transmission.
Owner:SOUTHEAST UNIV

Distributed multi-cell large-scale MIMO power distribution method for energy efficiency and spectrum efficiency joint optimization

The invention discloses a distributed multi-cell large-scale MIMO (Multiple Input Multiple Output) power distribution method for joint optimization of energy efficiency and spectrum efficiency, which comprises the following steps of: constructing a cell cluster, configuring an antenna array, and generating a beam set through beam forming; acquiring statistical channel state information of each user in the cell cluster; power distribution is carried out among the base stations through distributed cooperation by using a deterministic equivalent method, an MM method and an iterative water injection algorithm; the optimization target of the power distribution optimization problem is the minimum value of the weighted sum of the energy efficiency and the spectrum efficiency of each cell; and dynamically implementing multi-cell large-scale MIMO beam domain power allocation according to the change of the statistical channel state information. On the basis of a multi-cell distributed scene, limited information interaction is carried out between the base stations, the backhaul overhead is small, the beam domain of the user is fully utilized to count the channel state information, the energy efficiency and the spectrum efficiency of the system can be effectively improved, the balance of the energy efficiency and the spectrum efficiency can be realized, and the complexity of optimization problem solving and physical layer implementation is remarkably reduced.
Owner:SOUTHEAST UNIV
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