采用点阵约简辅助检测和逐次干扰消除的MIMO迭代接收机

Wei Bai, Qiaoyu Li, Lin Bai, Jinho Choi
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引用次数: 1

摘要

晶格约简(LR)辅助检测器可以为无编码多输入多输出(MIMO)接收器提供接近最大似然(ML)检测器的性能,并且具有相当低的复杂性。在本文中,我们提出了一种位级lr辅助MIMO检测器,其性能可以接近编码MIMO系统中迭代检测和解码的最大后验(MAP)检测器,其中先验信息被考虑到软决策。此外,该方法还可以通过信道分解和逐次干扰消除(SIC)扩展到大维MIMO系统,从而大大降低了复杂性。通过仿真和复杂度分析表明,本文提出的低复杂度位级lr辅助检测器对于迭代MIMO接收机具有接近最优的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
MIMO iterative receiver using lattice reduction-aided detection and successive interference cancellation
Lattice reduction (LR)-aided detectors can provide a near maximum likelihood (ML) detector's performance with reasonably low complexity for uncoded multiple-input multiple-output (MIMO) receivers. In this paper, we propose a bit-level LR-aided MIMO detector whose performance can approach that of the maximum a posteriori (MAP) detector for iterative detection and decoding in coded MIMO systems, where a priori information is taken into account for soft-decisions. Furthermore, the proposed method can be extended to large dimensional MIMO systems by channel decomposition and successive interference cancellation (SIC), by which a significant complexity reduction can be achieved. Through simulations and complexity analysis, it is shown that a near-optimal performance is obtained by our proposed low-complexity bit-level LR-aided detector for iterative MIMO receivers.
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