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Optimal Lattice-Reduction Aided Successive Interference Cancellation for MIMO Systems

机译:mImO系统的最优格子减少辅助连续干扰消除

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摘要

In this letter, we investigated the optimal minimummean-squared-error (MMSE) based successive interference cancellation (SIC) strategy designed for lattice-reduction aided multiple-input multiple-output (MIMO) detectors. For the sake of generating the MMSE-based MIMO symbol estimate at each SIC detection stage, we model the so-called effective symbols generated with the aid of lattice-reduction as joint Gaussian distributed random variables. However, after lattice-reduction, the effective symbols become correlated and exhibit a non-zero mean. Hence, we derive the optimal MMSE SIC detector, which updates the mean and variance of the effective symbols at each SIC detection stage. As a result, the proposed detector achieves a better performance compared to its counterpart dispensing with updating the mean and variance, and performs close to the maximum likelihood detector. Index Terms—Lattice-reduction, multiple antennas, MIMO, symbol detection, SIC detector.
机译:在这封信中,我们研究了基于最优最小均方误差(MMSE)的连续干扰消除(SIC)策略,该策略设计用于晶格缩减辅助多输入多输出(MIMO)检测器。为了在每个SIC检测阶段生成基于MMSE的MIMO符号估计,我们将借助晶格简化生成的所谓有效符号建模为联合高斯分布随机变量。但是,在减少晶格之后,有效符号变得相关并表现出非零均值。因此,我们得出了最佳的MMSE SIC检测器,它在每个SIC检测阶段更新了有效符号的均值和方差。结果,与通过更新平均值和方差的对应检测器相比,所提出的检测器实现了更好的性能,并且性能接近最大似然检测器。索引词—减少格子,多天线,MIMO,符号检测,SIC检测器。

著录项

  • 作者

    Lee K.; Chun J.; Hanzo L.;

  • 作者单位
  • 年度 2007
  • 总页数
  • 原文格式 PDF
  • 正文语种 {"code":"en","name":"English","id":9}
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