具有强非线性失真的MIMO-OFDM信号的低复杂度准最优检测

J. Felix, João Guerreiro, R. Dinis, P. Montezuma
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引用次数: 3

摘要

MIMO-OFDM(多输入多输出正交频分复用)信号非常容易产生非线性失真效应,从而导致高不可约误差层数。当使用低分辨率量化器时,这可能会特别严重。本文研究了具有低分辨率量化器的MIMO-OFDM方案。研究表明,尽管在使用常规接收机时,这会导致强烈的非线性失真效应和非常差的性能,但在考虑最佳接收机时,情况并非如此。由于MIMO-OFDM最优接收机的复杂性过高,我们开发了中等复杂度的次最优接收机。研究表明,当非线性失真水平较高时,这些接收机可以获得巨大的性能提升,消除了不可约的误差层,甚至在某些情况下优于线性MIMO-OFDM方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Reduced-Complexity Quasi-Optimum Detection for MIMO-OFDM Signals with Strong Nonlinear Distortion
MIMO-OFDM (Multi-Input, Multi-Output Orthogonal Frequency Division Multiplexing) signals are very prone to nonlinear distortion effects, which can lead to high irreducible error floors. This can be particularly serious when low-resolution quantizers are employed. In this paper we consider MIMO-OFDM schemes with low- resolution quantizers. It is shown that, although this leads to strong nonlinear distortion effects and very poor performance when conventional receivers are employed, this is not necessarily the case when optimum receivers are considered. Since the complexity of the optimum receiver for MIMO-OFDM is prohibitively high, we develop sub- optimum receivers with moderate complexity. It is shown that these receivers can have huge performance gains when the nonlinear distortion levels are high, eliminating irreducible error floors and even outperforming linear MIMO-OFDM schemes in some scenarios.
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