从GCD框架通过负系数得到无小循环的双对角QC-LDPC码

IF 3.7 3区 计算机科学 Q2 TELECOMMUNICATIONS
Guohua Zhang;Mengjuan Lou;Aijing Sun;Yi Fang
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引用次数: 0

摘要

提出了一类周长为8的双对角(DD)准循环(QC)低密度奇偶校验码。对于这种DD-QC-LDPC代码的指数矩阵,通过基于最大公约数(GCD)框架的搜索算法和允许负系数的新策略驱动的新公式显式生成左子矩阵。在直接通过奇偶校验矩阵保持简单编码特性的同时,对现有的DD矩阵进行修改,设计出右子矩阵(DD矩阵)。性能仿真结果表明,本文提出的DD- qc - ldpc代码的性能明显优于现有的几种具有或不具有DD结构的代码。与只涉及非负系数的现有公式不同,由提出的搜索算法驱动的新公式允许负系数,这导致循环大小的下界从5到7的列权重显著提高。因此,新的DD-QC-LDPC码不仅编码简单,描述复杂度低,而且具有连续且合理小的循环大小、灵活的指数矩阵大小和良好的解码性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Dual-Diagonal QC-LDPC Codes Free of Small Cycles From GCD Framework via Negative Coefficients
A novel class of dual-diagonal (DD) quasi-cyclic (QC) low-density parity-check (LDPC) codes with girth eight is proposed. For the exponent matrix of such a DD-QC-LDPC code, the left sub-matrix is explicitly generated via new formulae which are motivated by a search algorithm based on the greatest-common-divisor (GCD) framework and a new strategy allowing negative coefficients. The right sub-matrix (DD matrix) is designed by modifying the existing DD matrix while preserving the simple encoding property directly through the parity-check matrix. Performance simulations indicate that the proposed DD-QC-LDPC codes significantly outperform several existing counterparts with or without DD structure. Unlike existing formulae which involve only non-negative coefficients, the new formulae motivated by proposed search algorithm allow for negative coefficients, which lead to significantly improved lower bounds on circulant sizes for column weights from five to seven. As a result, the new DD-QC-LDPC codes not only enable simple encoding and low description complexity, but also possess consecutive and reasonably small circulant sizes, flexible sizes for exponent matrices as well as good decoding performance.
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来源期刊
IEEE Communications Letters
IEEE Communications Letters 工程技术-电信学
CiteScore
8.10
自引率
7.30%
发文量
590
审稿时长
2.8 months
期刊介绍: The IEEE Communications Letters publishes short papers in a rapid publication cycle on advances in the state-of-the-art of communication over different media and channels including wire, underground, waveguide, optical fiber, and storage channels. Both theoretical contributions (including new techniques, concepts, and analyses) and practical contributions (including system experiments and prototypes, and new applications) are encouraged. This journal focuses on the physical layer and the link layer of communication systems.
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