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融合路径度量值和行重特性的Polar码SCL译码算法
引用本文:周泉,陈海强,曾俏丽,廖兰娟,孙友明,黎相成.融合路径度量值和行重特性的Polar码SCL译码算法[J].电讯技术,2024,64(2):295-301.
作者姓名:周泉  陈海强  曾俏丽  廖兰娟  孙友明  黎相成
作者单位:1.广西大学 计算机与电子信息学院,南宁530004;2.广西多媒体通信与网络技术重点实验室,南宁530004
基金项目:国家自然科学基金资助项目(62261003,61961004);广西重点研发计划项目(2021AB05081)
摘    要:首先提出基于初始对数似然比(Log-Likelihood Ratio, LR)与路径度量值(Path Metric, PM)的PM-LLR-SCL译码算法,在接收端初始LLR和PM值之间建立映射关系,并通过重排PM值完成翻转功能。其次,提出基于极化码生成矩阵的行重特性和PM值的PM-RW-SCL译码算法,不仅考虑了Polar码的最小码距和极化子信道可靠度,同时将路径分裂每一层的PM值引入到译码策略中,从而提高了译码性能。仿真结果显示,与串行抵消列表比特翻转(Successive Cancellation List Bit-flip, SCLF)相比,提出的PM-LLR-SCL算法最大可获得约0.23 dB的性能增益,而基于路径数量的复杂度降低了约62%;与基于行权重的串行抵消列表翻转译码算法相比,PM-RW-SCL算法最大可获得约1.5 dB的性能增益,而复杂度降低了约39%。

关 键 词:Polar码  串行抵消列表比特翻转译码  路径度量值  行重特性

SCL Decoding Algorithm for Polar Code Combined with Path Metric and Row Weight Property
ZHOU Quan,CHEN Haiqiang,ZENG Qiaoli,LIAO Lanjuan,SUN Youming,LI Xiangcheng.SCL Decoding Algorithm for Polar Code Combined with Path Metric and Row Weight Property[J].Telecommunication Engineering,2024,64(2):295-301.
Authors:ZHOU Quan  CHEN Haiqiang  ZENG Qiaoli  LIAO Lanjuan  SUN Youming  LI Xiangcheng
Affiliation:1.School of Computer,Electronics and Information,Guangxi University,Nanning 530004,China;2.Guangxi Key Laboratory of Multimedia Communications and Network Technology,Nanning 530004,China
Abstract:A Successive Cancellation List(SCL) decoding algorithm for Polar code based on initial Log-Likelihood Ratio(LLR) and Path Metric(PM),called PM-LLR-SCL,is presented.For the presented algorithm,the mapping relationship between LLR and PM is constructed.Then the flipping operation is replaced by the PM re-arrangement.Second,an SCL decoding algorithm based on the row-weight property of the generator matric and the PM,called PM-RW-SCL is further presented.The presented PM-RW-SCL algorithm not only considers the minimum-distance of the Polar code and the reliability of the sub-channel,but also introduces the PM into the decoding strategy so as to improve the decoding performance.Simulation results show that,compared with the SCL Bit-flip(SCLF),the presented PM-LLR-SCL algorithm can achieve about 0.23 dB performance gain at the most,while the complexity can be reduce by about 62%.Similarly,compared with the SCLF based on row weight,the presented PM-RW-SCL algorithm can achieve about 1.5 dB gain at the most,while the complexity can be reduce by about 39%.
Keywords:Polar code  SCLF decoding  path metric  row-weight property
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