基于户主变换的并行MIMO检测算法

Yun Wang, Jinkuan Wang, Zhibin Xie
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引用次数: 4

摘要

为了改善在瑞利慢衰落信道中检测排序QR分解检测算法(SQRD)时的高误码性能,提出了一种基于Householder变换的并行MIMO检测算法。该算法基于Householder变换对信道矩阵列进行正交变换,避免了求解上三角矩阵,对信道矩阵只进行一次排序。在判断信号的处理中,提出了对判断信号的反馈与接收信号的干扰抵消并行处理,从而明显提高了检测性能。在多散射无线通信环境下,仿真实验结果表明,与排序QR分解算法相比,HPD算法的复杂度显著降低。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Parallel MIMO detection algorithm based on householder transformation
A parallel MIMO detection algorithm (HPD) based on Householder transformation is proposed to improve the high bit error performance when the sorted QR decomposition detection algorithm (SQRD) is detected in Rayleigh slow fading channel. It transforms the channel matrix columns orthogonally based on Householder transformation to avoid solving the upper triangular matrix and sorts the channel matrix only once. In the processing of judging signal, it proposes a parallel processing of judged signal's feedback and received signal's interference cancellation, so the detection performance is improved distinctly. Under the environment of multiple scattering wireless communications, the simulation experiment results show that compared to the sorted QR decomposition algorithm, the complexity of the HPD algorithm is reduced dramatically.
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