首页|面向流式通信的耦合LDPC码研究综述

面向流式通信的耦合LDPC码研究综述

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流式通信是光纤通信网络和移动通信网络中重要的通信场景,区别于传统的间歇式或分块通信场景,流式通信中传输的数据具有典型的连续流式特性.面向流式通信场景,耦合码因其相对于传统分组码具有显著的性能提升,加之其天然的低编译码时延结构,成为流式通信场景中重要的信道编码候选技术.本文先回顾现有的耦合低密度校验(Low-Density Parity-Check,LDPC)码技术,包括:乘积类耦合LDPC码、部分重编码类耦合LDPC码、空间耦合LDPC码和全局耦合LDPC码.在此基础上,本文进一步介绍了基于便车码技术的耦合LDPC码改进提升设计,并介绍了基于分组马尔可夫叠加传输技术的一类新型耦合LDPC码.最后,本文对耦合LDPC码的发展前景和研究方向进行展望.
A Review of Coupled LDPC Codes for Streaming Communications
Streaming communication is an essential communication scenario in optical fiber communication networks and mobile communication networks.Unlike traditional intermittent or block-oriented communication,the data transmis-sion in streaming communication exhibits typical continuous streaming characteristics.Coupled codes,compared to tradi-tional block codes,have shown significant performance improvement in streaming communication scenarios.Additionally,they inherit low encoding and decoding latency.These advantages make coupled codes an important candidate for channel coding in streaming communication scenarios.This paper first reviews existing coupled LDPC(Low-Density Parity-Check)codes,including product-like coupled LDPC codes,partially reencoded coupled LDPC codes,spatially coupled LDPC(SC-LDPC)codes,and globally coupled LDPC(GC-LDPC)codes.Following that,this paper introduces a series of improved de-signs for coupled LDPC codes based on free-ride codes,and introduces a new class of coupled LDPC codes based on block Markov superposition transmission(BMST)techniques.Finally,this paper concludes with a discussion on future prospects and research directions of the coupled LDPC codes.

channel codingstreaming communicationsoptical fiber communication networksmobile communica-tion networkscoupled codeslow-density parity-check codesfree-ride codesblock Markov superposition transmission

王千帆、杨佳仪、王寅楚、蔡穗华、马啸

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中山大学计算机学院,广东广州 510006

广东省信息安全技术重点实验室,广东广州 510006

信道编码 流式通信 光纤通信网络 移动通信网络 耦合编码 低密度校验码 便车码 分组马尔可夫叠加传输

国家重点研发计划国家自然科学基金广东省自然科学基金

2021YFA1000500623016172023A1515011056

2024

10.12263/DZXB.20240167

电子学报
中国电子学会

电子学报

CSTPCD北大核心
影响因子：1.237
ISSN：0372-2112
年,卷(期)：2024.52(8)
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