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基于子空间相关信道模型的大规模MIMO信道估计 被引量:2
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作者 姬晓娜 张卫党 高向川 《通信技术》 2015年第10期1106-1110,共5页
考虑到大规模MIMO系统的信道向量近似正交以及大量可用自由度,可以对接收信号运用奇异值分解(SVD)理论进行信道估计,并且产生的模糊矩阵用一小段导频就可以完全解决。MIMO系统的性能依赖于传播环境的复杂度和所用天线阵列的性能,更依赖... 考虑到大规模MIMO系统的信道向量近似正交以及大量可用自由度,可以对接收信号运用奇异值分解(SVD)理论进行信道估计,并且产生的模糊矩阵用一小段导频就可以完全解决。MIMO系统的性能依赖于传播环境的复杂度和所用天线阵列的性能,更依赖于实际信道所提供的自由度。因此介绍了一种信道模型,该模型中角域划分为有限的信号到达方向,也就是到达角(AOA),并考虑在上行链路中将优于特征值分解(EVD)的SVD运用在AOA相关信道模型上进行信道估计。仿真结果显示,相关信道模型下此估计器的估计精度与基于导频的方法相比可以实现大幅度提高,以达到提高大规模MIMO系统性能的目的。 展开更多
关键词 大规模MIMO 导频污染 基于空间信道估计 奇异值分解(SVD) 到达角(AOA)
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空时编码多载波码分多址MIMO系统下行频率选择性信道盲估计 被引量:1
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作者 任爱锋 殷勤业 罗铭 《通信学报》 EI CSCD 北大核心 2005年第7期114-118,共5页
基于子空间方法的无线信道盲估计由于其算法的固有特性,使得估计结果与实际信道之间存在一个不确定复系数,无法得到无线信道的精确估计。在利用子空间分解方法对空时编码多输入多输出MC-CDMA系统下行频率选择性信道盲估计的基础上,利用... 基于子空间方法的无线信道盲估计由于其算法的固有特性,使得估计结果与实际信道之间存在一个不确定复系数,无法得到无线信道的精确估计。在利用子空间分解方法对空时编码多输入多输出MC-CDMA系统下行频率选择性信道盲估计的基础上,利用发射符号的有限码集特性,将单载波系统下的模糊复系数盲辨识方法推广到多载波多输入多输出系统,从而得到信道的精确估计。Monte-Carlo仿真表明,在信噪比较低的情况下,本方法的信道估计误差仍然较小。 展开更多
关键词 空时编码:空间方法:盲信道估计 多输入多输出
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频域谱最优合并超宽带接收技术 被引量:2
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作者 崔琪楣 陶小峰 张平 《北京邮电大学学报》 EI CAS CSCD 北大核心 2005年第5期98-101,共4页
基于超宽带(UWB)无线通信系统提出了新型的频域接收技术———频域谱最优合并(FD-SOC)技术,该技术利用任意超宽带脉冲信号的频域谱矢量和为实数,且正负极性随脉冲形状变化的性质,在频域内实现数据信息的最优接收.理论分析了FD-SOC技术... 基于超宽带(UWB)无线通信系统提出了新型的频域接收技术———频域谱最优合并(FD-SOC)技术,该技术利用任意超宽带脉冲信号的频域谱矢量和为实数,且正负极性随脉冲形状变化的性质,在频域内实现数据信息的最优接收.理论分析了FD-SOC技术的原理.计算机实验仿真了超宽带信道环境下(IEEE 802.15.3a信道模型),基于频域子空间信道估计的FD-SOC超宽带接收机和基于最大似然(ML)信道估计的超宽带Rake接收机的性能,结果显示FD-SOC超宽带接收机具有良好的性能. 展开更多
关键词 超宽带 子空间信道估计 频域谱最优合并接收
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New subspace algorithm for blind channel estimation in OFDM systems
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作者 黄学军 余松煜 毕厚杰 《Journal of Southeast University(English Edition)》 EI CAS 2005年第2期132-135,共4页
In order to increase the transmission efficiency,a subspace-based algorithm for blind channel estimation using second-order statistics is proposed in orthogonal frequency division multiplexing (OFDM) systems.Because t... In order to increase the transmission efficiency,a subspace-based algorithm for blind channel estimation using second-order statistics is proposed in orthogonal frequency division multiplexing (OFDM) systems.Because the transmission equation of OFDM systems does not exactly have the desired structure to directly derive a subspace algorithm,the algorithm first divides the OFDM signals into three parts,then,by exploiting the redundancy introduced by the cyclic prefix (CP) in OFDM signals,a new equation with Toeplitz channel matrix is derived.Based on the equation,a new blind subspace algorithm is developed.Toeplitz structure eases the derivation of the subspace algorithm and practical computation.Moreover the algorithm does not change the existing OFDM system,is robust to channel order overdetermination,and the channel zero locations.The performances are demonstrated by simulation results. 展开更多
关键词 orthogonal frequency division multiplexing (OFDM) blind channel estimation subspace algorithm
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Semi-blind Channel Estimator for OFDM-STC
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作者 吴赟 罗汉文 +1 位作者 宋文涛 黄建国 《Journal of Shanghai Jiaotong university(Science)》 EI 2007年第2期229-233,共5页
Channel state information of OFDM-STC system is required for maximum likelihood decoding.A subspace-based semi-blind method was proposed for estimating the channels of OFDM-STC systems.The channels are first estimated... Channel state information of OFDM-STC system is required for maximum likelihood decoding.A subspace-based semi-blind method was proposed for estimating the channels of OFDM-STC systems.The channels are first estimated blindly up to an ambiguity parameter utilizing the nature structure of STC,irrespective of the underlying signal constellations.Furthermore,a method was proposed to resolve the ambiguity by using a few pilot symbols.The simulation results show the proposed semi-blind estimator can achieve higher spectral efficiency and provide improved estimation performance compared to the non-blind estimator. 展开更多
关键词 channel estimation OFDM-STC SEMI-BLIND subspace-based
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BLIND CHANNEL ESTIMATION IN DELAY DIVERSITY FOR FREQUENCY SELECTIVE CHANNELS
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作者 ZhaoZheng JiaYing YinQinye 《Journal of Electronics(China)》 2003年第5期326-336,共11页
Delay diversity is an effective transmit diversity technique to combat adverse effects of fading. Thus far, previous work in delay diversity assumed that perfect estimates of current channel fading conditions are ava... Delay diversity is an effective transmit diversity technique to combat adverse effects of fading. Thus far, previous work in delay diversity assumed that perfect estimates of current channel fading conditions are available at the receiver and training symbols are required to estimate the channel from the transmitter to the receiver. However, increasing the number of the antennas increases the required training interval and reduces the available time with in whichdata may be transmitted. Learning the channel coefficients becomes increasingly difficult for the frequency selective channels. In this paper, with the subspace method and the delay character of delay diversity, a channel estimation method is proposed, which does not use training symbols. It addresses the transmit diversity for a frequency selective channel from a single carrier perspective in the form of a simple equivalent flat fading model. Monte Carlo simulations give the performance of channel estimation and the performance comparison of our channel-estimation-based detector with decision feedback equalization, which uses the perfect channel information. 展开更多
关键词 Delay diversity Subspace method Blind channel estimation Frequency selective channels Array signal processing
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