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Low-Complexity Signal Detection for Large-Scale Quadrature Spatial Modulation Systems

机译:大规模正交空间调制系统的低复杂度信号检测

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摘要

In this letter, a novel low-complexity detector based on the concept of compressive sensing (CS) is proposed for a novel multiple-input multiple-output system, namely, quadrature spatial modulation (QSM). In particular, the CS algorithm is performed in the real-valued system model, and the activated antenna indices, which are used to transmit the real and imaginary parts of QSM symbols, can be estimated separately. In order to further improve the performance of QSM, a novel search strategy is proposed. Simulation results show that the proposed detector is capable of achieving a considerable reduction in complexity compared with the maximum likelihood counterpart with negligible performance loss.
机译:在这封信中,针对新型多输入多输出系统,即正交空间调制(QSM),提出了一种基于压缩感测(CS)概念的新型低复杂度检测器。特别地,CS算法在实值系统模型中执行,并且可以分别估计用于发送QSM符号的实部和虚部的激活天线索引。为了进一步提高QSM的性能,提出了一种新颖的搜索策略。仿真结果表明,与最大似然匹配相比,所提出的检测器能够显着降低复杂度,而性能损失却可以忽略不计。

著录项

  • 来源
    《IEEE communications letters 》 |2016年第11期| 2173-2176| 共4页
  • 作者单位

    National Key Laboratory of Science and Technology on Communications, University of Electronic Science and Technology of China, Chengdu, China;

    National Key Laboratory of Science and Technology on Communications, University of Electronic Science and Technology of China, Chengdu, China;

    National Key Laboratory of Science and Technology on Communications, University of Electronic Science and Technology of China, Chengdu, China;

    National Key Laboratory of Science and Technology on Communications, University of Electronic Science and Technology of China, Chengdu, China;

    Chengdu University of Information Technology, Chengdu, China;

    National Key Laboratory of Science and Technology on Communications, University of Electronic Science and Technology of China, Chengdu, China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Detectors; Complexity theory; Indexes; Matching pursuit algorithms; GSM; Modulation; MIMO;

    机译:检测器;复杂度理论;索引;匹配追踪算法;GSM;调制;MIMO;

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