On the performance and the optimization of LDPC codes on fading channels with imperfect CSI

A. Benvegnu, Samuele Bandi, V. Tralli
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引用次数: 1

Abstract

In this article we investigate low-density paritycheck (LDPC) codes for fast Rayleigh fading channels in the presence of channel estimation error. The analysis is carried out using the density evolution technique assuming a belief propagation (BP) decoder. After having derived the analytical framework for decoding analysis, we prove that there exists a simple approximated relationship, function of estimation error variance, between the signal-to-noise ratio thresholds in the two cases of perfect and imperfect channel state information (CSI). This approximation follows the exact computation tightly, when the variance of the estimation error is sufficiently smaller than the fading variance. As a result, optimized codes for perfect CSI are also approximately optimized for imperfect CSI.
不完全信道下LDPC码的性能及优化研究
本文研究了存在信道估计误差的快速瑞利衰落信道中的低密度校验(LDPC)码。采用密度演化技术,假设有一个信念传播(BP)解码器。在推导了译码分析的分析框架之后,我们证明了在完全信道状态信息和不完全信道状态信息两种情况下,信噪比阈值之间存在一种简单的近似关系,即估计误差方差函数。当估计误差的方差比衰落方差足够小时,这种近似严密地遵循精确计算。因此,针对完美CSI的优化代码对于不完美CSI也是近似优化的。
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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