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High-SNR analysis of MIMO linear precoders

机译:MIMO线性预编码器的高SNR分析

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摘要

For linear MIMO precoders, the diversity is an important parameter affecting broad tradeoffs in system design, however, the diversity of many MIMO precoders has not been available in the open literature. This paper analyzes the diversity of the following MIMO precoders: the zero-forcing (ZF), regularized ZF, matched filtering and Wiener filtering. Several interesting properties of these precoders are revealed by this analysis. It is shown that regularized ZF (RZF) and the matched filter (MF) exhibit two-mode diversity: full diversity at low rates R and error floor at high rates. The rate threshold of this two-mode behavior is analytically determined. The Wiener precoder is also shown to produce a diversity that depends on the spectral efficiency and can be as small as one and as large as the product of the number of transmit and receive antennas.
机译:对于线性MIMO预编码器,分集是影响系统设计中广泛权衡的重要参数,但是,许多MIMO预编码器的分集在公开文献中尚不可用。本文分析了以下MIMO预编码器的多样性:迫零(ZF),正则化ZF,匹配滤波和维纳滤波。这些分析揭示了这些预编码器的一些有趣的特性。结果表明,正则化ZF(RZF)和匹配滤波器(MF)表现出两种模式的分集:低速率R下的全分集和高速率下的错误底限。通过分析确定此两种模式行为的速率阈值。还显示了维纳预编码器产生的分集取决于频谱效率,并且可以小到一个,大到发射和接收天线数的乘积。

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