某大型等距随机预编码系统的MMSE分析

M. Debbah, W. Hachem, P. Loubaton, M. D. Courville
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引用次数: 127

摘要

线性预编码是将待传输的符号序列串行到并行转换得到的K维向量乘以N/spl × /K矩阵。本文分析了在衰落信道下某些大型随机等距预编码系统中MMSE接收机的性能。利用新的工具,借用所谓的自由概率论,可以证明,当N/spl rarr/+/spl infin/和K/N/spl rarr//spl alpha//spl les/1时,均衡器输出端的信噪比几乎肯定收敛于一个确定性值,这取决于信道系数的概率分布。这些渐近结果用于最优地平衡线性预编码和经典卷积编码之间引入的冗余,同时在接收端保留简单的MMSE均衡方案。
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MMSE analysis of certain large isometric random precoded systems
Linear precoding consists in multiplying by a N/spl times/K matrix a K-dimensional vector obtained by serial to parallel conversion of a symbol sequence to be transmitted. We analyse the performance of MMSE receivers for certain large random isometric precoded systems on fading channels. Using new tools, borrowed from the so-called free probability theory, it can be shown that the signal to interference plus noise ratio at the equalizer output converges almost surely to a deterministic value depending on the probability distribution of the channel coefficients when N/spl rarr/+/spl infin/ and K/N/spl rarr//spl alpha//spl les/1. These asymptotic results are used to optimally balance the redundancy introduced between linear precoding and classical convolutional coding, while preserving a simple MMSE equalization scheme at the receiver.
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