| 改进的高效MIMO-OFDM系统EM信道估计算法 |
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| 引用本文： | 许 鹏,汪晋宽,祁 峰.改进的高效MIMO-OFDM系统EM信道估计算法[J].通信学报,2011,32(1):87-93. |
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| 作者姓名： | 许 鹏 汪晋宽 祁 峰 |
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| 作者单位： | 1. 东北大学,信息科学与工程学院,辽宁,沈阳,110004
2. 天主教鲁汶大学,通信与微波研究所,鲁汶,3001 |
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| 基金项目： | 国家自然科学基金项目资助项目，河北省教育厅自然科学研究指导计划资助项目，辽宁省自然科学基金资助项目，中央高校基本科研业务费资助项目 |
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| 摘 要： | 针对MIMO-OFDM系统中期望最大化(EM)信道估计算法在高信噪比(SNR)下带来的误差地板(EF)现象,且OFDM符号的数据传输效率随发射天线数的增加而明显降低,提出一种改进的高效EM信道估计算法。该算法首先引入一种准确的等效信号模型并推导出一种修正的EM算法,改善了EM算法在高SNR下的性能;在多个OFDM间利用相位正交导频序列来提高数据传输效率,同时进行联合信道估计以提高估计性能。仿真实验验证了所提算法具有更高的信道估计性能和更高的数据传输效率。
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| 关 键 词： | 多输入输出 正交频分复用 信道估计 期望最大化 误差地板 |
Improved and efficient EM channel estimation algorithm for MIMO-OFDM systems |
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| XU Peng,WANG Jin-kuan,QI Feng.Improved and efficient EM channel estimation algorithm for MIMO-OFDM systems[J].Journal on Communications,2011,32(1):87-93. |
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| Authors: | XU Peng WANG Jin-kuan QI Feng |
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| Affiliation: | XU Peng1,WANG Jin-kuan1,QI Feng2(1.School of Information Science and Engineering,Northeastern University,Shenyang 110004,China,2.TELEMIC,Catholic University of Louvain,Leuven 3001,Belgium) |
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| Abstract: | For multiple-input multiple-output with orthogonal frequency division multiplexing(MIMO-OFDM) systems,the error floor(EF) phenomenon at high signal noise rate(SNR) was induced by the expectation maximum(EM) channel estimation algorithm.In addition,the data transmission efficiency was declined obviously with the increasing number of transmit antennas.According to these problems,an improved and efficient EM channel estimation algorithm was pro-posed.Firstly,an accurate and equivalent signal model was introduc... |
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| Keywords: | MIMO OFDM channel estimation EM error floor |
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