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Multiple Input Multiple Output CDSK Chaotic Communication System and Its Performance Analysis 被引量:2
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作者 DUAN Junyi JIANG Guoping YANG Hua 《Wuhan University Journal of Natural Sciences》 CAS CSCD 2016年第3期221-228,共8页
This paper propose a novel noncoherent chaotic com- munication scheme named multiple-input multiple-output correlation-delay-shill- keying (MIMO-CDSK). In this scheme, multiple antennas are employed to strengthen th... This paper propose a novel noncoherent chaotic com- munication scheme named multiple-input multiple-output correlation-delay-shill- keying (MIMO-CDSK). In this scheme, multiple antennas are employed to strengthen the robustness in transmission, and to get more diversity gain. The bit error rate (BER) of the MIMO-CDSK is studied analytically in AWGN channel model and multipath fading channel model. The theory and simulation results show that, the performance gain can be obtained with multiple antennas allocated in the transmitter and receiver. Moreover, it is observed that MIMO-CDSK system can effectively reduce the multipath interference. 展开更多
关键词 multiple input multiple output correlation delayshift keying (CDSK) AWGN (additive white Gaussian noise)channel model multipath fading channel model diversity gain
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Direction-of-arrival estimation for co-located multiple-input multiple-output radar using structural sparsity Bayesian learning 被引量:4
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作者 文方青 张弓 贲德 《Chinese Physics B》 SCIE EI CAS CSCD 2015年第11期70-76,共7页
This paper addresses the direction of arrival (DOA) estimation problem for the co-located multiple-input multiple- output (MIMO) radar with random arrays. The spatially distributed sparsity of the targets in the b... This paper addresses the direction of arrival (DOA) estimation problem for the co-located multiple-input multiple- output (MIMO) radar with random arrays. The spatially distributed sparsity of the targets in the background makes com- pressive sensing (CS) desirable for DOA estimation. A spatial CS framework is presented, which links the DOA estimation problem to support recovery from a known over-complete dictionary. A modified statistical model is developed to ac- curately represent the intra-block correlation of the received signal. A structural sparsity Bayesian learning algorithm is proposed for the sparse recovery problem. The proposed algorithm, which exploits intra-signal correlation, is capable being applied to limited data support and low signal-to-noise ratio (SNR) scene. Furthermore, the proposed algorithm has less computation load compared to the classical Bayesian algorithm. Simulation results show that the proposed algorithm has a more accurate DOA estimation than the traditional multiple signal classification (MUSIC) algorithm and other CS recovery algorithms. 展开更多
关键词 multiple-input multiple-output radar random arrays direction of arrival estimation sparseBayesian learning
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Shannon information capacity of time reversal wideband multiple-input multiple-output system based on correlated statistical channels 被引量:1
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作者 杨瑜 王秉中 丁帅 《Chinese Physics B》 SCIE EI CAS CSCD 2016年第5期5-10,共6页
Utilizing channel reciprocity, time reversal(TR) technique increases the signal-to-noise ratio(SNR) at the receiver with very low transmitter complexity in complex multipath environment. Present research works abo... Utilizing channel reciprocity, time reversal(TR) technique increases the signal-to-noise ratio(SNR) at the receiver with very low transmitter complexity in complex multipath environment. Present research works about TR multiple-input multiple-output(MIMO) communication all focus on the system implementation and network building. The aim of this work is to analyze the influence of antenna coupling on the capacity of wideband TR MIMO system, which is a realistic question in designing a practical communication system. It turns out that antenna coupling stabilizes the capacity in a small variation range with statistical wideband channel response. Meanwhile, antenna coupling only causes a slight detriment to the channel capacity in a wideband TR MIMO system. Comparatively, uncorrelated stochastic channels without coupling exhibit a wider range of random capacity distribution which greatly depends on the statistical channel. The conclusions drawn from information difference entropy theory provide a guideline for designing better high-performance wideband TR MIMO communication systems. 展开更多
关键词 information entropy time reversal wideband multiple-input multiple-outputmimo system antenna mutual coupling
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Performance of terahertz channel with multiple input multiple output techniques 被引量:1
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作者 M.Bharathi S.Sasikala J.Vanmathi 《红外与毫米波学报》 SCIE EI CAS CSCD 北大核心 2017年第6期641-645,共5页
Terahertz(THz) communication is being considered as a potential solution to mitigate the demand for high bandwidth. The characteristic of THz band is relatively different from present wireless channel and imposes tech... Terahertz(THz) communication is being considered as a potential solution to mitigate the demand for high bandwidth. The characteristic of THz band is relatively different from present wireless channel and imposes technical challenges in the design and development of communication systems. Due to the high path loss in THz band,wireless THz communication can be used for relatively short distances. Even,for a distance of few meters( > 5 m),the absorption coefficient is very high and hence the performance of the system is poor. The use of multiple antennas for wireless communication systems has gained overwhelming interest during the last two decades.Multiple Input Multiple Output( MIMO) Spatial diversity technique has been exploited in this paper to improve the performance in terahertz band. The results show that the Bit Error Rate( BER) is considerably improved for short distance( < 5 m) with MIMO. However,as the distance increases,the improvement in the error performance is not significant even with increase in the order of diversity. This is because,as distance increases,in some frequency bands the signal gets absorbed by water vapor and results in poor transmission. Adaptive modulation scheme is implemented to avoid these error prone frequencies. Adaptive modulation with receiver diversity is proposed in this work and has improved the BER performance of the channel for distance greater than 5 m. 展开更多
关键词 《红外与毫米波学报》 期刊 编辑工作 发行工作
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A new layered space-time detection algorithm for frequency selective fading multiple-input multiple-output channels based on particle filter 被引量:1
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作者 杜正聪 唐斌 刘立新 《Chinese Physics B》 SCIE EI CAS CSCD 2006年第11期2481-2488,共8页
In this paper, a new observation equation of non-Gaussian frequency selective fading Bell Labs layered space time (BLAST) architecture system is proposed, which is used for frequency selective fading channels and no... In this paper, a new observation equation of non-Gaussian frequency selective fading Bell Labs layered space time (BLAST) architecture system is proposed, which is used for frequency selective fading channels and non-Gaussian noise in an application environment of BLAST system. With othogonal matrix triangularization (QR decomposition) of the channel matrix, the static observation equation of frequency selective fading BLAST system is transformed into a dynamic state space model, and then the particle filter is used for space-time layered detection. Making the full use of the finite alphabet of the digital modulation communication signal, the optimal proposal distribution can be chosen to produce particle and update the weight. Incorporated with current method of reducing error propagation, a new space-time layered detection algorithm is proposed. Simulation result shows the validity of the proposed algorithm. 展开更多
关键词 particle filter multiple-input multiple-output layered space-time structure frequency selective fading channels
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Channel capacity of multiple-input multiple-output systems with transmit and receive correlation
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作者 Wang Jun Zhu Shihua +1 位作者 Wang Lei Liu Fang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2008年第1期21-26,共6页
In order to investigate the impact of channel model parameters on the channel capacity of a multipleinput multiple-output (MIMO) system, a novel method is proposed to explore the channel capacity under Rayleigh fiat... In order to investigate the impact of channel model parameters on the channel capacity of a multipleinput multiple-output (MIMO) system, a novel method is proposed to explore the channel capacity under Rayleigh fiat fading with correlated transmit and receive antennas. The optimal transmitting direction which can achieve maximum channel capacity is derived using random matrices theory. In addition, the closed-form expression for the channel capacity of MIMO systems is given by utilizing the properties of Wishart distribution when SNR is high. Computer simulation results show that the channel capacity is maximized when the antenna spacing increases to a certain point, and furthermore, the larger the scattering angle is, the more quickly the channel capacity converges to its maximum. At high SNR (〉12 dB), the estimation of capacity is close to its true wlue. And, when the same array configuration is adopted both at the transmitter and the receiver, the UCA yields higher channel capacity than ULA. 展开更多
关键词 multiple input multiple output channel capacity spatial correlation channel state information
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Impact of channel estimation error on channel capacity of multiple input multiple output system
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作者 王君 朱世华 王磊 《Journal of Pharmaceutical Analysis》 SCIE CAS 2007年第2期131-134,148,共5页
In order to investigate the impact of channel estimation error on channel capacity of multiple input multiple output (MIMO) system, a novel method is proposed to explore the channel capacity in correlated Rayleigh fad... In order to investigate the impact of channel estimation error on channel capacity of multiple input multiple output (MIMO) system, a novel method is proposed to explore the channel capacity in correlated Rayleigh fading environment. A system model is constructed based on the channel estimation error at receiver side. Using the properties of Wishart distribution, the lower bound of the channel capacity is derived when the MIMO channel is of full rank. Then a method is proposed to select the optimum set of transmit antennas based on the lower bound of the mean channel capacity. The novel method can be easily implemented with low computational complexity. The simulation results show that the channel capacity of MIMO system is sensitive to channel estimation error, and is maximized when the signal-to-noise ratio increases to a certain point. Proper selection of transmit antennas can increase the channel capacity of MIMO system by about 1 bit/s in a flat fading environment with deficient rank of channel matrix. 展开更多
关键词 multiple input multiple output channel capacity spatial correlation antenna selection
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Defected Ground Structure Multiple Input-Output Antenna For Wireless Applications
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作者 Ramya Sridhar Vijayalakshimi Patteeswaran 《Computer Systems Science & Engineering》 SCIE EI 2023年第8期2109-2122,共14页
In this paper,the investigation of a novel compact 2×2,2×1,and 1×1 Ultra-Wide Band(UWB)based Multiple-Input Multiple-Output(MIMO)antenna with Defected Ground Structure(DGS)is employed.The proposed Elect... In this paper,the investigation of a novel compact 2×2,2×1,and 1×1 Ultra-Wide Band(UWB)based Multiple-Input Multiple-Output(MIMO)antenna with Defected Ground Structure(DGS)is employed.The proposed Electromagnetic Radiation Structures(ERS)is composed of multiple radiating elements.These MIMO antennas are designed and analyzed with and without DGS.The feeding is introduced by a microstrip-fed line to significantly moderate the radiating structure’s overall size,which is 60×40×1 mm.The high directivity and divergence characteristics are attained by introducing the microstripfed lines perpendicular to each other.And the projected MIMO antenna structures are compared with others by using parameters like Return Loss(RL),Voltage Standing Wave Ratio(VSWR),Radiation Pattern(RP),radiation efficiency,and directivity.The same MIMO set-up is redesigned with DGS,and the resultant parameters are compared.Finally,the Multiple Input and Multiple Output Radiating Structures with and without DGS are compared for result considerations like RL,VSWR,RP,radiation efficiency,and directivity.This projected antenna displays an omnidirectional RP with moderate gain,which is highly recommended for human healthcare applications.By introducing the defected ground structure in bottom layer the lower cut-off frequencies of 2.3,4.5 and 6.0 GHz are achieved with few biological effects on radio propagation in human body communications.The proposed design covers numerous well-known wireless standards,along with dual-function DGS slots,and it can be easily integrated into Wireless Body Area Networks(WBAN)in medical applications.This WBAN links the autonomous nodes that may be situated either in the clothes,on-body or beneath the skin of a person.This system typically advances the complete human body and the inter-connected nodes through a wireless communication channel. 展开更多
关键词 mimo-multiple input multiple output defected ground structure WBAN-wireless body area networks ULTRA-WIDEBAND voltage standing wave ratio
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Joint Tomlinson-Harashima Source and Linear Relay Precoder Design in Amplify-and-Forward Multiple-Input Multiple-Output Two-Way Relay Systems
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作者 钱成 张萌 +1 位作者 罗汉文 刘伟 《Journal of Shanghai Jiaotong university(Science)》 EI 2013年第2期180-185,共6页
Existing minimum-mean-squared-error (MMSE) transceiver designs in amplified-and-forward (AF) multiple-input multiple-output (MIMO) two-way relay systems all assume a linear precoder at the sources. Non-linear source p... Existing minimum-mean-squared-error (MMSE) transceiver designs in amplified-and-forward (AF) multiple-input multiple-output (MIMO) two-way relay systems all assume a linear precoder at the sources. Non-linear source precoders in such a system have not been considered yet. In this paper, we study the joint design of source Tomlinson-Harashima precoders (THPs), relay linear precoder and MMSE receivers in two-way relay systems. This joint design problem is a highly nonconvex optimization problem. By dividing the original problem into three sub-problems, we propose an iterative algorithm to optimize precoders and receivers. The convergence of the algorithm is ensured since the updated solution is optimal to each sub-problem. Numerical simulation results show that the proposed iterative algorithm outperforms other algorithms in the high signal-to-noise ratio (SNR) region. 展开更多
关键词 multiple-input multiple-output (mimo) two-way relay Tomlinson-Harashima precoding minimum- mean-square-error (MMSE)
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Performance Improvement of Multi-User Multiple-Input Multiple-Output Protocol for WLAN
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作者 Maha Bakalla Mznah Al-Rodhaan Yuan Tian 《Communications and Network》 2017年第2期124-141,共18页
The increase in the number of devices with a massive revolution in mobile technology leads to increase the capacity of the wireless communications net-works. Multi-user Multiple-Input Multiple-Output is an advanced pr... The increase in the number of devices with a massive revolution in mobile technology leads to increase the capacity of the wireless communications net-works. Multi-user Multiple-Input Multiple-Output is an advanced procedure of Multiple-Input Multiple-Output, which improves the performance of Wireless Local Area Networks. Moreover, Multi-user Multiple-Input Multiple-Output leads the Wireless Local Area Networks toward covering more areas. Due to the growth of the number of clients and requirements, researchers try to improve the performance of the Medium Access Control protocol of Multi-user Multiple-Input Multiple-Output technology to serve the user better, by supporting different data sizes, and reducing the waiting time to be able to transmit data quickly. In this paper, we propose a Clustering Multi-user Multiple-Input Multiple-Output protocol, which is an improved Medium Access Control protocol for Multi-user Multiple-Input Multiple-Out-put based on MIMOMate clustering technique and Padovan Backoff Algorithm. Utilizing MIMOMMate focuses on the signal power which only serves the user in that cluster, minimizes the energy consumption and increases the capacity. The implementation of Clustering Multi-user Multiple-Input Multiple-Output performs on the Network Simulator (NS2.34) platform. The results show that Clustering Multi-user Multiple-Input Multiple-Output protocol improves the throughput by 89.8%, and reduces the latency of wireless communication by 43.9% in scenarios with contention. As a result, the overall performances of the network are improved. 展开更多
关键词 CLUSTERING MULTI-USER multiple-input multiple-output MULTI-USER multiple-input multiple-output mimoMate Padovan BACKOFF Algorithm Wireless Local Arewa Network
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双IRS辅助太赫兹大规模MIMO系统的宽带信道估计方案
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作者 梁彦 李宝龙 +1 位作者 魏浩章 李飞 《系统工程与电子技术》 北大核心 2026年第1期361-371,共11页
在太赫兹(terahertz,THz)大规模多输入多输出(multiple-input multiple-output,MIMO)系统中部署双智能反射面(intelligent reflecting surface,IRS)能够带来更高的波束增益,为应对THz信道的严重路径损耗提供了一种有效的解决方案。针对... 在太赫兹(terahertz,THz)大规模多输入多输出(multiple-input multiple-output,MIMO)系统中部署双智能反射面(intelligent reflecting surface,IRS)能够带来更高的波束增益,为应对THz信道的严重路径损耗提供了一种有效的解决方案。针对双IRS辅助THz大规模MIMO系统的信道估计问题,提出一种基于宽带字典的低复杂度、低导频开销的信道估计方案。首先,构建了与子载波频率相关的宽带字典。然后,基于信道的稀疏结构针对IRS的反射链路进行角度估计,获得级联信道中基站和IRS的角度信息。最后,根据角度估计结果进行宽带字典矩阵压缩,并基于正交匹配追踪算法完成多用户的宽带级联信道估计。仿真结果表明,所提出的信道估计方案能够在保证信道估计精度的前提下,有效地减少导频开销并降低了25%的计算复杂度。 展开更多
关键词 智能反射面 太赫兹 大规模多输入多输出 宽带信道估计
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Target estimation using MIMO radar with multiple subcarriers 被引量:2
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作者 Min Jiang Jianguo Huang +1 位作者 Yong Jin Jing Han 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2012年第1期57-62,共6页
This paper analyzes the effect of waveform parame- ters on the joint target location and velocity estimation by a non- coherent multiple input multiple output (MIMO) radar transmitting multiple subcarriers signals. ... This paper analyzes the effect of waveform parame- ters on the joint target location and velocity estimation by a non- coherent multiple input multiple output (MIMO) radar transmitting multiple subcarriers signals. How the number of subcarriers in- fluences the estimation accuracy is illustrated by considering the joint Cramer-Rao bound and the mean square error of the maxi- mum likelihood estimate. The non-coherent MIMO radar ambiguity function with multiple subcarriers is developed and investigated by changing the number of subcarriers, the pulse width and the frequency spacing between adjacent subcarriers. The numerical results show that more subcarriers mean more accurate estimates, higher localization resolution, and larger pulse width results in a worse performance of target location estimation, while the fre- quency spacing affects target location estimation little. 展开更多
关键词 target estimation non-coherent multiple input multi- ple output mimo radar multiple subcarrier waveform parameter ambiguity function (AF).
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Capacity and QoS Based Codebook Construction for MIMO Precoded Spatial Multiplexing Systems with Limited Feedback 被引量:2
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作者 杭娟 佘锋 +1 位作者 罗汉文 黄建国 《Journal of Shanghai Jiaotong university(Science)》 EI 2009年第2期215-218,共4页
This paper deals with the design and performance analysis of transmit precoder optimization for multiple input multiple output(MIMO) systems with limited feedback of channel state information.A capacity criterion base... This paper deals with the design and performance analysis of transmit precoder optimization for multiple input multiple output(MIMO) systems with limited feedback of channel state information.A capacity criterion based optimal codebook construction algorithm for MIMO precoded spatial multiplexing systems is presented. The optimal precoder structure combining precoding and power allocation is employed.Simulation results show that the capacity criteria based codebook can achieve higher capacity than that of equally power allocation based codebook of previous research. 展开更多
关键词 multiple input multiple output mimo systems PRECODING Lloyd algorithm channel state information (CSI)
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无蜂窝大规模MIMO系统中下行短包传输的叠加导频功率分配
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作者 沈璐瑶 周星光 +3 位作者 许子乐 王一航 夏文超 朱洪波 《电子与信息学报》 北大核心 2026年第1期57-66,共10页
无蜂窝大规模多输入多输出(CF-mMIMO)系统需要支持大量用户接入,这使得信道估计变得更加复杂。基于常规导频配置的信道估计方法占用较大开销,使得数据传输可用符号大大减少,导致传输速率下降,该问题在短包传输场景中尤为明显。对此,该... 无蜂窝大规模多输入多输出(CF-mMIMO)系统需要支持大量用户接入,这使得信道估计变得更加复杂。基于常规导频配置的信道估计方法占用较大开销,使得数据传输可用符号大大减少,导致传输速率下降,该问题在短包传输场景中尤为明显。对此,该文研究了CF-mMIMO系统中基于叠加导频(SP)的下行短包传输方案。首先,基于最大比传输预编码方案,在非完美信道状态信息下推导了下行可达速率的闭式表达式。为了减小SP配置下导频与数据之间的干扰,进一步提出基于几何规划和连续凸近似的迭代优化算法,以优化导频和数据间的功率分配。最后,仿真结果验证了下行可达速率闭式表达式的正确性,并表明所提SP功率优化算法能够显著提高短包传输性能。 展开更多
关键词 无蜂窝大规模mimo 叠加导频 短包传输 功率分配
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Quasi-synchronous control of uncertain multiple electrohydraulic systems with prescribed performance constraint and input saturation 被引量:1
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作者 Shuai LI Qing GUO +2 位作者 Yan SHI Yao YAN Dan JIANG 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2023年第9期416-425,共10页
This article focuses on the high accuracy quasi-synchronous control issue of multiple electrohydraulic systems(MEHS).In order to overcome the negative effects of parameter uncertainty and external load interference of... This article focuses on the high accuracy quasi-synchronous control issue of multiple electrohydraulic systems(MEHS).In order to overcome the negative effects of parameter uncertainty and external load interference of MEHS,a kind of finite-time disturbance observer(FTDO)via terminal sliding mode method is constructed based on the MEHS model to achieve fast and accuracy estimation and compensation ability.To avoid the differential explosion in backstepping iteration,the dynamic surface control is used in this paper to guarantee the follower electrohydraulic nodes synchronize to the leader motion with a better performance.Furthermore,a timevarying barrier Lyapunov function(tvBLF)is adopted during the controller design process to constraint the output tracking error of MEHS in a prescribed performance with time-varying exponential function.As the initial state condition is relax by tvBLF,the input saturation law is also adopted during the controller design process in this paper to restrain the surges of input signals,which can avoid the circuit and mechanical structure damage caused by the volatile input signal.An MEHS experimental bench is constructed to verify the effectiveness of the theoretical conclusions proposed in this paper and the advantages of the proposed conclusions in this paper are illustrated by a series of contradistinctive experimental results. 展开更多
关键词 Backstepping Dynamic surface Finite-time disturbance observer input saturation multiple Electrohydraulic Systems output error constraint Quasi-synchronous control
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主动式RIS与DF中继协作MIMO混合系统的可达速率分析与优化
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作者 崔博宇 张顺外 《南京信息工程大学学报》 北大核心 2026年第1期112-120,共9页
可重构智能超表面(Reconfigurable Intelligent Surfaces,RIS)可智能调控无线信道,为系统提供辅助传输路径.由于被动式RIS(Passive RIS,PRIS)的“乘性衰落”效应,使得现有的PRIS混合协作系统只能在直达链路弱场景下实现有限的容量增益.... 可重构智能超表面(Reconfigurable Intelligent Surfaces,RIS)可智能调控无线信道,为系统提供辅助传输路径.由于被动式RIS(Passive RIS,PRIS)的“乘性衰落”效应,使得现有的PRIS混合协作系统只能在直达链路弱场景下实现有限的容量增益.本文通过引入主动式RIS(Active RIS,ARIS)技术来克服“乘性衰落”效应,鉴于ARIS具有灵活的有源波束形成与信号调控、整体功耗较低、成本相对可控等优点,以及传统中继的稳定可靠性和已广泛部署等特点,建立ARIS与解码转发(Decodeand-Forward,DF)中继协作多输入多输出(Multiple-Input Multiple-Output,MIMO)混合系统.为最大化系统可达速率,构建了信源发射波束形成矩阵、中继发射波束形成矩阵和ARIS有源波束形成矩阵的联合优化问题模型,并提出一种基于交替优化(Alternating Optimization,AO)和分式规划(Fractional Programming,FP)的联合优化算法,将原始的联合优化问题解耦成多个标准的二次约束二次规划(Quadratically Constrained Quadratic Programming,QCQP)问题,最后采用拉格朗日乘子法进行求解.仿真结果表明,所提系统性能明显优于基准方案,且随着RIS反射单元数目增加,优势更明显. 展开更多
关键词 主动可重构智能超表面 解码转发中继 有源波束形成 多输入多输出
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用于紧凑型宽带MIMO微带天线的解耦技术
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作者 宛郑圆 何翼景 孙厚军 《太赫兹科学与电子信息学报》 2026年第1期55-59,共5页
针对现有多输入多输出(MIMO)微带天线带宽较窄的问题,提出一种紧凑型宽带高隔离度MIMO微带天线及阵列设计。通过引入交叉式容性栅栏、开口槽和短路通孔,逐步提高端口之间的隔离度。为验证这一概念,对1×2微带天线和2×2阵列进... 针对现有多输入多输出(MIMO)微带天线带宽较窄的问题,提出一种紧凑型宽带高隔离度MIMO微带天线及阵列设计。通过引入交叉式容性栅栏、开口槽和短路通孔,逐步提高端口之间的隔离度。为验证这一概念,对1×2微带天线和2×2阵列进行加工实测。2×2阵列测试的阻抗带宽为44.9%,隔离度优于21.8 dB,测试与仿真结果一致性良好。基于2×2阵列,进一步验证所提出的解耦结构在大规模阵列中的适用性。仿真结果显示,2×6阵列的阻抗带宽为43.5%,在工作带宽内,隔离度至少达到20 dB。因此,所提出的解耦方案在宽带高隔离MIMO和天线阵列中具有广阔的应用前景。 展开更多
关键词 高隔离度 多输入多输出(mimo) 紧凑型 微带天线及阵列设计
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基于多臂赌博机的RIS辅助MIMO主被动波束成形设计
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作者 沈天泽 汪革 +2 位作者 宋云超 高天宝 梁汇彬 《电信科学》 北大核心 2026年第2期45-58,共14页
可重构智能表面(reconfigurable intelligent surface,RIS)因其低功耗、易调节、辅助通信等优势,被广泛应用于毫米波通信领域,现有大多数传输方案利用信道状态信息设计预编码和RIS的被动波束成形矩阵,然而,这将消耗较大的导频开销,导致... 可重构智能表面(reconfigurable intelligent surface,RIS)因其低功耗、易调节、辅助通信等优势,被广泛应用于毫米波通信领域,现有大多数传输方案利用信道状态信息设计预编码和RIS的被动波束成形矩阵,然而,这将消耗较大的导频开销,导致频谱效率下降。基于此,利用多臂赌博机(multi-armed bandit,MAB)算法进行RIS辅助多输入多输出(multiple-input multiple-output,MIMO)系统的波束成形设计,该算法从历史数据中获取信道协方差矩阵,并用于波束成形设计,以降低导频开销。具体来说,将被动波束成形矩阵设计问题建模为MAB问题,结合线性上置信界(linear upper confidence bound,LinUCB)算法框架来估计信道协方差矩阵,将有效频谱效率设置为奖励、RIS相移向量设置为动作,提出利用层级贪婪搜索算法选择最大化有效频谱效率之和的方法获取相移向量。仿真结果表明,所提出的算法在减少导频开销、提高有效频谱效率方面表现良好,展示了其优越性。 展开更多
关键词 可重构智能表面 多输入多输出 多臂赌博机 线性上置信界算法
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Switching between multiplexing and diversity in MIMO systems with QoS provisioning
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作者 谢人超 纪红 李曦 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2011年第6期35-38,共4页
Multiple-input multiple-output (MIMO) wireless communication systems can significantly improve the spectrum efficiency or transmission reliability through spatial multiplexing or diversity respectively.Most of previou... Multiple-input multiple-output (MIMO) wireless communication systems can significantly improve the spectrum efficiency or transmission reliability through spatial multiplexing or diversity respectively.Most of previous works mainly have focused on the multiplexing-diversity tradeoff or switching between multiplexing and diversity without considering the property of heterogeneous QoS provisioning.In this paper,switching between multiplexing and diversity in MIMO system with the heterogeneous QoS provisioning is studied.Firstly the QoS provisioning for users are classified into two classes:users with real time service requirement and users with non-real time service requirement respectively.Then based on the heterogeneous QoS Provisioning for users,two different switching criterions are proposed,switching based on the Euclidean distance for users with real time service to minimize the probability of symbol error and capacity-based switching criterion for users with non-real time service to maximize the transmission capacity respectively.Finally,numerical simulation results are illustrated to demonstrate the performance of proposed scheme. 展开更多
关键词 multiple-input multiple-output (mimo) spatial multiplexing mimo diversity QoS provisioning
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基于亚模函数的可见光通信MIMO-OFDM系统天线选择算法 被引量:1
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作者 贾科军 贺耀民 +3 位作者 张芳芳 蔺莹 薛建彬 郝莉 《电讯技术》 北大核心 2025年第3期445-453,共9页
在可见光通信多输入多输出系统中,针对天线选择理论建模不足和穷举算法复杂度过高的问题,提出了基于亚模函数的天线选择方案。首先,以下行链路的信道容量最大化为目标,建立了基于亚模函数的天线选择理论优化模型,并证明了目标函数满足... 在可见光通信多输入多输出系统中,针对天线选择理论建模不足和穷举算法复杂度过高的问题,提出了基于亚模函数的天线选择方案。首先,以下行链路的信道容量最大化为目标,建立了基于亚模函数的天线选择理论优化模型,并证明了目标函数满足的单调亚模性。其次,根据亚模函数的收益递减效应,设计了基于容量最大化的天线选择算法。最后,仿真分析了非对称限幅光正交频分复用(Asymmetrically Clipped Optical Orthogonal Frequency Division Multiplexing,ACO-OFDM)和直流偏置光OFDM(DC-biased Optical OFDM,DCO-OFDM)系统的信道容量和误码率性能。在6选4的情况下,当信噪比为30 dB时,所提算法与穷举最优算法的信道容量差异仅为0.51 b/s/Hz和1.2 b/s/Hz,复杂度则降低了约46.3%。另外,随着选择天线数的增多和调制阶数的增大,系统的误码率性能逐渐变差。 展开更多
关键词 可见光通信(VLC) 多输入多输出(mimo) 天线选择 亚模函数 收益递减效应
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