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首页> 外文期刊>IEEE Transactions on Vehicular Technology >Multiuser Detection for FEC-Coded Massive Spatial Modulation MIMO: An Iterative Interference Rejection Approach
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Multiuser Detection for FEC-Coded Massive Spatial Modulation MIMO: An Iterative Interference Rejection Approach

机译:FEC编码的大规模空间调制MIMO的多用户检测:迭代干扰抑制方法

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In this paper, we investigate the issue of multiuser detection (MUD) in a massive spatial modulation (SM) multiple-input multiple-output (MIMO) system, where the base station is equipped with a large number of antennas and each user equipment uses single-carrier SM (SC-SM) for uplink transmission. Unlike the conventional MUD for massive SM-MIMO systems, the application of forward error correction (FEC) coding is explored in our design, which is utilized to combat the impact of multiuser interference (MUI). More specifically, we propose to utilize the soft information from the FEC decoder to iteratively improve the MUI rejection procedure and provide more accurate estimation of the transmitted signals. The soft information is exchanged between the decoder and the MUI cancellation unit, which constitutes a turbo structure and leads to simultaneous improvement of the mean square error and the bit error ratio performance. The performance gain is substantiated by theoretical analysis as well as numerical simulations.
机译:在本文中,我们研究了大规模空间调制(SM)多输入多输出(MIMO)系统中的多用户检测(MUD)问题,该系统的基站配备了大量天线,每个用户设备使用用于上行链路传输的单载波SM(SC-SM)。与用于大规模SM-MIMO系统的常规MUD不同,在我们的设计中探索了前向纠错(FEC)编码的应用,该技术可用来抵抗多用户干扰(MUI)的影响。更具体地说,我们建议利用来自FEC解码器的软信息来迭代地改进MUI拒绝过程,并提供对发射信号的更准确估计。在解码器和MUI消除单元之间交换软信息,MUI消除单元构成turbo结构,并且导致均方误差和误比特率性能的同时提高。通过理论分析和数值模拟可以证明性能的提高。

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