Minimum-Polytope-Based Linear Programming Decoder for LDPC Codes via ADMM Approach

Jing Bai; Yongchao Wang; Francis C. M. Lau

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Minimum-Polytope-Based Linear Programming Decoder for LDPC Codes via ADMM Approach

机译：通过ADMM方法对LDPC码进行基于最小多边形的线性编程解码器

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摘要

In this letter, we develop an efficient linear programming (LP) decoding algorithm for low-density parity-check (LDPC) codes. The LP relaxation is formulated based on a check-node decomposition approach. Our main contributions are as follows. First, we pr

机译：在这封信中，我们为低密度奇偶校验（LDPC）码开发了一种有效的线性编程（LP）解码算法。 LP松弛是基于校验节点分解方法制定的。我们的主要贡献如下。首先，我们

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来源
《Wireless Communications Letters, IEEE》 |2019年第4期|1032-1035|共4页
作者
Jing Bai; Yongchao Wang; Francis C. M. Lau;
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作者单位

Collaborative Innovation Center of Information Sensing and Understanding State Key Laboratory of Integrated Services Networks School of Telecommunication Engineering Xidian University Xi’an China;

Collaborative Innovation Center of Information Sensing;

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原文格式 PDF
正文语种 eng
中图分类
关键词
Maximum likelihood decoding; Complexity theory; Iterative decoding; Convex functions; Mathematical model;

机译：最大似然解码;复杂性理论;迭代解码;凸函数;数学模型;

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专利

1. Reduced-Complexity Linear Programming Decoding Based on ADMM for LDPC Codes [J] . Wei Haoyuan, Jiao Xiaopeng, Mu Jianjun Communications Letters, IEEE . 2015,第6期

机译：基于ADMM的LDPC码低复杂度线性规划解码
2. Linear-Complexity ADMM Updates for Decoding LDPC Codes in Partial Response Channels [J] . Jiao Xiaopeng, Mu Jianjun, He Yu-Cheng, IEEE communications letters . 2019,第12期

机译：线性复杂性ADMM在部分响应通道中解码LDPC代码的更新
3. Iterative Linear Programming Decoding of Nonbinary LDPC Codes With Linear Complexity [J] . Goldin D., Burshtein D. Information Theory, IEEE Transactions on . 2013,第1期

机译：具有线性复杂度的非二进制LDPC码的迭代线性规划解码
4. Quadratic Programming Decoder for Binary LDPC Codes via ADMM Technique with Linear Complexity [C] . Jing Bai, Yongchao Wang IEEE International Conference on Communications . 2020

机译：通过线性复杂度的ADMM技术对二进制LDPC码进行二次编程解码
5. ADMM Decoding of LDPC and Multipermutation Codes: From Geometries to Algorithms. [D] . Liu, Xishuo. 2015

机译：LDPC和多置换码的ADMM解码：从几何到算法。
6. Energy Efficiency of a Decode-and-Forward Multiple-Relay Network with Rate Adaptive LDPC Codes [O] . Bushra Bashir Chaoudhry, Syed Ali Hassan, Joachim Speidel, 2019

机译：具有速率自适应LDPC码的解码转发多中继网络的能量效率
7. 4 The ADMM penalized decoder for LDPC codes∗ [O] . Xishuo Liu, Stark C. Draper 2014

机译：4 aDmm惩罚解码器的LDpC码*

Minimum-Polytope-Based Linear Programming Decoder for LDPC Codes via ADMM Approach

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