关于一类列重 3 可分解 LDPC 码与基本陷波组的分析

IF 1.5 4区 计算机科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC IET Communications Pub Date : 2024-04-22 DOI:10.1049/cmu2.12762
G. Raeisi, M. Gholami
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引用次数: 0

摘要

如果奇偶校验矩阵 , 的行上存在一种排列组合,从而可以分解成列重为一的矩阵,那么这种具有奇偶校验矩阵的列重 LDPC 码称为可分解码。本文利用图边着色的一些变化来构造一些列重为三的可分解 LDPC 码,其周长至少为六和八。将本文提出的方法应用于几类已知的双方形图,得出了几类在长度和速率上具有灵活性的列重三可分解 LDPC 码。有趣的是,基于图的适当边着色所构建的奇偶校验矩阵可被视为某些最大周长为 20 的高速率列重三准循环 (QC) LDPC 码的基矩阵。本文还根据相应法线图的色度指数,对可分解代码的基本陷阱集进行了简单的表征。这种表征相当于一种简单的搜索算法,可以找到周长为 6 或周长为 8 的列重 3 LDPC 码中所有可能存在的基本陷波集,这些陷波集是该码坦纳图中一个短周期的分层超集。仿真结果表明,在 AWGN 信道上,从构建的基矩阵中提取的大周长 QC-LDPC 码具有良好的性能。
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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On a class of column-weight 3 decomposable LDPC codes with the analysis of elementary trapping sets

A column-weight k $k$ LDPC code with the parity-check matrix H $H$ is called decomposable if there exists a permutation π $\pi$ on the rows of H $H$ , such that π ( H ) ${\pi }(H)$ can be decomposed into k $k$ column-weight one matrix. In this paper, some variations of edge coloring of graphs are used to construct some column-weight three decomposable LDPC codes with girths at least six and eight. Applying the presented method on several known classes of bipartite graphs, some classes of column-weight three decomposable LDPC codes are derived having flexibility in length and rate. Interestingly, the constructed parity-check matrices based on the proper edge coloring of graphs can be considered as the base matrix of some high rate column-weight three quasi-cyclic (QC) LDPC codes with maximum-achievable girth 20. The paper also leads to a simple characterization of elementary trapping sets of the decomposable codes based on the chromatic index of the corresponding normal graphs. This characterization corresponds to a simple search algorithm finds all possible existing elementary trapping sets in a girth-6 or girth-8 column-weight 3 LDPC code which are layered super set of a short cycle in the Tanner graph of the code. Simulation results indicate that the QC-LDPC codes with large girths lifted from the constructed base matrices have good performances over AWGN channel.

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来源期刊
IET Communications
IET Communications 工程技术-工程:电子与电气
CiteScore
4.30
自引率
6.20%
发文量
220
审稿时长
5.9 months
期刊介绍: IET Communications covers the fundamental and generic research for a better understanding of communication technologies to harness the signals for better performing communication systems using various wired and/or wireless media. This Journal is particularly interested in research papers reporting novel solutions to the dominating problems of noise, interference, timing and errors for reduction systems deficiencies such as wasting scarce resources such as spectra, energy and bandwidth. Topics include, but are not limited to: Coding and Communication Theory; Modulation and Signal Design; Wired, Wireless and Optical Communication; Communication System Special Issues. Current Call for Papers: Cognitive and AI-enabled Wireless and Mobile - https://digital-library.theiet.org/files/IET_COM_CFP_CAWM.pdf UAV-Enabled Mobile Edge Computing - https://digital-library.theiet.org/files/IET_COM_CFP_UAV.pdf
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