使用压缩感知的MIMO系统的量化和噪声影响

R. Netto, C. Cavalcante
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引用次数: 10

摘要

本文分析了具有有限信道状态信息(CSI)和零强迫(ZF)线性信号检测技术的空间复用MIMO系统。考虑了量化码本(QC)和压缩感知(CS)两种方案。压缩感知是用来产生一个减少CSI反馈到发射机,以减少反馈负载到系统。通过对所考虑的QC和CS方法的误码率(BER)曲线的计算模拟,比较了两种方案的性能。此外,还对CS方案在反馈环节中存在的量化误差和噪声进行了评价。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Quantization and noise impact over feedback reduction of MIMO systems using compressive sensing
In this paper we analyze spatially multiplexed MIMO systems with limited Channel State Information (CSI) and zero forcing (ZF) linear signal detection technique. Two schemes were considered: Quantization Codebook (QC) and Compressive Sensing (CS). Compressive Sensing is used to generate a reduced CSI feedback to the transmitter in order to reduce feedback load into the system. Performance of the schemes are compared by computational simulations of bit error rate (BER) curves for the considered approaches QC and CS. Furthermore, the presence of quantization error and noise, in the feedback link, were also evaluated for CS scheme.
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