多维积码迭代译码的SISO算法比较

A. Berthet, J. Fang, F. Buda, E. Lemois, P. Tortelier
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引用次数: 8

摘要

本文研究了多维积码的迭代译码。这种代码,也称为迭代代码,最早是由Elias(1954)提出的。在正式定义MPG之后,我们计算了它们的低权重分布。利用这个分布,我们在高斯信道上得到了这种码的最大似然译码的改进渐近联合界。本文的主要部分是比较了作为迭代译码过程基本工具的高效SISO算法。仿真结果表明,MPC方案比其他方案更适合于小于1000信息位的分组无线传输,并且需要非常低的分组误码率(PER)。
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A comparison of SISO algorithms for iterative decoding of multidimensional product codes
In this paper, we consider iterative decoding of multidimensional product codes (MPC). Such codes, also called iterated codes, were first introduced by Elias (1954). After a formal definition of MPG, we compute their low-weight distribution. Using this distribution, we derive an improved asymptotic union bound on maximum likelihood (ML) decoding of such codes over a Gaussian channel. The main part of the paper is devoted to a comparison of efficient SISO algorithms, used as basic tools in the iterative decoding process. Simulation results show that MPC may be more suitable than any other schemes for packet wireless transmission involving packet sizes of less than 1000 information bits and requiring very low packet error rates (PER).
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