基于可靠性的线性分组码软判决译码的高效盒匹配算法

Wenyi Jin
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引用次数: 6

摘要

本文提出了改进盒子和匹配算法的有效方法。首先,提出了当一个局部最优候选满足概率充分条件时终止译码的有效方法。利用概率充分条件,导出了虚警概率。其次,通过构造一个假设无误差的控制带,增强了BMA的匹配能力;更准确地说,与i阶BMA相比,(i + 1)阶BMA的性能几乎是在复杂度增加很小的情况下实现的,并且内存没有增加。基于阶统计理论推导了一个严密的性能分析。引入了与假警报或控制带中的错误相关的错误层,但是可以使用这两种情况下的分析来控制该错误层。仿真结果表明,在AWGN信道上对带有BPSK信令的RS(255,239)码进行译码时,改进的BMA译码性能比误码率(WER)为10-3时的最大似然译码性能差约0.1 dB。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Efficient Box and Match Algorithm for Reliability-Based Soft-Decision Decoding of Linear Block Codes
In this paper, efficient methods to improve the box and matching algorithm (BMA) are presented. Firstly, an efficient approach is introduced to terminate the decoding if a local optimal candidate satisfies a probabilistic sufficient condition. The false alarm probability associated with the use of the probabilistic sufficient condition is also derived. Secondly, by constructing a control band which is assumed error free, the matching capability of the BMA is enhanced. More precisely, the performance of BMA of order (i + 1) is nearly achieved with a small increase in complexity and no increase in memory with respect to the BMA of order i. A tight performance analysis is derived based on the theory of order statistics. An error floor associated either with false alarms or with errors in the control band is introduced, but this error floor can be controlled using the analysis in both cases. Simulation results show that the performance of the enhanced BMA for the decoding of the RS(255,239) code with BPSK signaling over an AWGN channel is about 0.1 dB away from that of maximum likelihood decoding at the word error rate (WER) 10-3.
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