面向高突发的交织RLNC编译码研究

王威鹏; 杜伟庆; 陈杰; 李业; 方毅; 陈平平

doi:10.12263/DZXB.20250080

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面向高突发的交织RLNC编译码研究

编码理论与技术的进展与未来 | 更新时间：2025-12-10

- 面向高突发的交织RLNC编译码研究
- Research on Interleaved RLNC Coding and Decoding for High Burst
- 电子学报 2025年53卷第7期页码：2167-2177
- 作者机构：
  
  1.福州大学物理与信息工程学院，福建福州 350108
  2.厦门亿联网络技术股份有限公司，福建厦门 361000
  3.南通大学信息科学技术学院，江苏南通 226019
  4.广东工业大学信息工程学院，广东广州 510006
- 作者简介：
  
  [ "王威鹏男，2001年12月出生于福建省南平市.福州大学物理与信息工程学院硕士研究生.主要研究方向为应用层FEC编码、网络传输协议优化与无线通信. E-mail: weipenng@163.com" ]
  [ "杜伟庆男，1985年10月出生于福建省泉州市.福州大学物理与信息工程学院助理研究员.主要研究方向为无线通信、视频编解码与传输. E-mail: momilang1985@aliyun.com" ]
  [ "陈杰男，1983年5月出生于福建省仙游市.亿联网络高级项目总监，博士、高级工程师.主要研究方向为音视频人工智能处理技术. E-mail: chjie@yealink.com" ]
  [ "李业男，1986年9月出生于江苏省南通市.南通大学信息科学技术学院副教授、博士生导师.主要研究方向为卫星通信、纠删编码.中国电子学会会员编号：E190023555M. E-mail: yeli@ntu.edu.cn" ]
  [ "方毅男，1986年8月出生于浙江省义乌市.广东工业大学信息工程学院教授、博士生导师.主要研究方向为信息论与信道编码、无线通信、数据存储编码.中国电子学会会员编号：E190028682M. E-mail: fangyi@gdut.edu.cn" ]
  [ "陈平平男，1986年12月出生于福建省泉州市.福州大学物理与信息工程学院教授.主要研究方向为信道编码、无线通信.中国电子学会会员编号：E190021215M. E-mail: ppchen.xm@gmail.com" ]
- 基金信息：
  
  国家自然科学基金(62171135)
- DOI：10.12263/DZXB.20250080
  中图分类号： TN929.5;
- 收稿：2025-01-22，
  
  修回：2025-06-24，
  
  纸质出版：2025-07-25
- 稿件说明：
移动端阅览
王威鹏, 杜伟庆, 陈杰, 等. 面向高突发的交织RLNC编译码研究[J]. 电子学报, 2025, 53(07): 2167-2177.

WANG Wei-peng, DU Wei-qing, CHEN Jie, et al. Research on Interleaved RLNC Coding and Decoding for High Burst[J]. Acta Electronica Sinica, 2025, 53(07): 2167-2177.
王威鹏, 杜伟庆, 陈杰, 等. 面向高突发的交织RLNC编译码研究[J]. 电子学报, 2025, 53(07): 2167-2177. DOI：10.12263/DZXB.20250080

WANG Wei-peng, DU Wei-qing, CHEN Jie, et al. Research on Interleaved RLNC Coding and Decoding for High Burst[J]. Acta Electronica Sinica, 2025, 53(07): 2167-2177. DOI：10.12263/DZXB.20250080

摘要

5G新型业务场景要求传输的低时延和高可靠性，应用层前向纠错编码（Forward Error Coding，FEC）可以快速恢复丢失数据包，但是在高突发丢包信道的译码恢复性能不佳.针对这个问题，本文提出基于交织的流式随机线性网络编码（Interleaving Stream-Random Linear Network Coding，IS-RLNC）方案，通过等间隔编码源数据包，并将编码包分散插入源数据包的发送队列中.该方案在保持低译码复杂度和实时性的同时，提高突发情况下的恢复性能.仿真实验表明，在高突发信道环境下，IS-RLNC具有比里德-所罗门码（Reed-Solomon，RS）和滑动RLNC（Caterpillar RLNC，CRLNC）更低的译码失败概率.此外，在限制时延的应用场景中，IS-RLNC能够比RS码恢复更多的数据包.最后，为了达到最佳性能，实验表明了不同突发长度信道具有不同的交织深度.

Abstract

5G new service scenarios require low latency and high reliability of transmission. Forward error coding (FEC) at the application layer can quickly recover lost data packets

but the decoding recovery performance in high burst packet loss channels is poor. To solve this problem

this paper proposes an interleaved streaming-random linear network coding (IS-RLNC) scheme

which encodes source packets at equal intervals and inserts encoded packets into source packets to send. This scheme improves the recovery performance in burst condition while keeping low decoding complexity and real-time performance. Experimental results show that IS-RLNC has a lower decoding failure probability than Reed-Solomon (RS) and Caterpillar RLNC (CRLNC) in high burst channel environments. IS-RLNC is able to recover more packets than RS codes in scenarios with tight delay constraints. Finally

experiments show that the optimal decoding performance for different burst channels has different interleaving depths.

关键词

Keywords

references

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