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计算机工程

• 移动互联与通信技术 • 上一篇    下一篇

基于特征值分布的自适应MIMO接收方法

徐 尧,蒋攀攀,王大鸣   

  1. (解放军信息工程大学信息系统工程学院,郑州 450002)
  • 收稿日期:2013-03-08 出版日期:2014-03-15 发布日期:2014-03-13
  • 作者简介:徐 尧(1985-),男,硕士研究生,主研方向:移动通信;蒋攀攀,硕士研究生;王大鸣,教授、博士生导师。
  • 基金资助:
    国家科技重大专项基金资助项目“新一代宽带无线移动通信网”(2011ZX03003-003-02)。

Adaptive MIMO Receiving Method Based on Eigenvalue Distribution

XU Yao, JIANG Pan-pan, WANG Da-ming   

  1. (Institute of Information System Engineering, PLA Information Engineering University, Zhengzhou 450002, China)
  • Received:2013-03-08 Online:2014-03-15 Published:2014-03-13

摘要: 多输入多输出(MIMO)系统性能优劣依赖于信道的相关特性,空分复用技术适用于低相关信道,而波束形成技术适用于高相关信道。依据上述信道相关特性,提出一种基于信道特征值分布的自适应MIMO接收方法。该方法以均匀圆形天线阵列结构为基础,能够根据信道相关情况动态选择接收方式:当角度扩展较大时,选用传统MIMO接收方式(称为天线MIMO方式);当角度扩展较小、多径独立时,选用基于智能天线的多波束接收方式(称为波束MIMO方式)。分析角度扩展、多径对信道特征值分布的影响,并给出自适应MIMO接收切换的条件。仿真结果表明,该方法能够适应复杂的无线环境,误码率较低,性能更加稳定可靠。

关键词: 多输入多输出, 波束形成, 特征值分布, 相关性, 角度扩展, 误码率

Abstract: Multiple Input Multiple Output(MIMO) system performance depends on the correlation of the channel, Spatial Multiplexing (SM) is applicable to low correlation channel, and Beamforming(BF) is applicable to high correlation channel. This paper proposes an adaptive MIMO receiving method based on eigenvalue distribution according to the channel correlation. The proposed method can dynamically select the receiving mode based on a uniform circular antenna array. Under the conditions of large Angular Spread(AS) environment, it selects the conventional MIMO receiving mode(called antenna MIMO), and under the conditions of small AS, multipath independent environment, it selects the multi-beam receiving mode(called Beam-MIMO). The impact of AS and multipath on eigenvalue distribution is analyzed, and an adaptive MIMO receive switching criterion is given. Simulation results show that the proposed method can adapt to the complex wireless environment and provide better error rate performance.

Key words: Multiple Input Multiple Output(MIMO), Beamforming(BF), eigenvalue distribution, correlatio, Angular Spread(AS), bit error rate

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