Adaptive MIMO Successive Interference Cancellation Decision Feedback Equalization RLS algorithm for V-BLAST

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

Abstract

We present a new receiver structure able to deliver high data rates in a multi-input-multi-output (MIMO) frequency selective wireless environment. The new algorithm is obtained by canceling interference from the received symbols successively with the decision feed-forward equalizer (DFE) solution as a well known expression encountered in fast recursive least squares (RLS) adaptive algorithms, and the decision feedback equalizer as a convolution of the decision feed-forward equalizer with the channel. The proposed method is more structured and more stable in finite precision than known algorithms in the literature. The convergence and performance of these algorithms is confirmed through simulation results.
V-BLAST的自适应MIMO逐次干扰抵消决策反馈均衡RLS算法
我们提出了一种新的接收器结构,能够在多输入多输出(MIMO)频率选择无线环境中提供高数据速率。该算法采用决策前馈均衡器(DFE)解作为快速递推最小二乘(RLS)自适应算法中常见的表达式,并将决策反馈均衡器作为决策前馈均衡器与信道的卷积,通过对接收符号的干扰进行逐级消除得到。与文献中已知的算法相比,所提出的方法在有限精度下更加结构化和稳定。仿真结果验证了这些算法的收敛性和性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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