PAC 码列表解码器上的路径分割和剪枝策略

IF 1.5 4区 计算机科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Lei Lan, Zhongpeng Wang, Lijuan Zhang
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引用次数: 0

摘要

最近,Arıkan 提出了一种极化调整卷积(PAC)码,证明其在短码块长度上的纠错性能优于极化码。研究证实,PAC 码在有限的码长条件下可达到最佳性能。本文为 PAC 码提出了一种新颖的低复杂度列表解码算法,其中包含基于一组高可靠性信息比特的路径分割和剪枝策略。仿真结果表明,所提出的算法大大降低了排序复杂度和平均列表大小,同时性能损失几乎可以忽略不计。与以往为极性编码设计的剪枝算法不同,所提出的策略无需在每个解码过程中单独评估解码路径的可靠性。相反,该算法通过使用蒙特卡洛实验构建的高可靠性信息位集,最大限度地减少了冗余解码路径。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

A path splitting and pruning strategy on list decoder for PAC codes

A path splitting and pruning strategy on list decoder for PAC codes

Recently, Arıkan proposed a polarization-adjusted convolutional (PAC) codes, demonstrating their superior error correction performance over polar codes at short block lengths. It was confirmed that PAC codes approached the optimal performance achievable with limited code length. This paper proposes a novel low-complexity list decoding algorithm for PAC codes, incorporating path splitting and pruning strategies based on a set of highly reliable information bits. Simulation results reveal that the proposed algorithm significantly reduces sorting complexity and average list size, all while incurring negligible performance loss. Unlike previous pruning algorithms designed for polar codes, the proposed strategy eliminates the need to individually assess the reliability of decoding paths in each decoding process. Instead, the algorithm minimizes redundant decoding paths through a high-reliability information bit set, constructed using Monte Carlo experiments.

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来源期刊
IET Communications
IET Communications 工程技术-工程:电子与电气
CiteScore
4.30
自引率
6.20%
发文量
220
审稿时长
5.9 months
期刊介绍: IET Communications covers the fundamental and generic research for a better understanding of communication technologies to harness the signals for better performing communication systems using various wired and/or wireless media. This Journal is particularly interested in research papers reporting novel solutions to the dominating problems of noise, interference, timing and errors for reduction systems deficiencies such as wasting scarce resources such as spectra, energy and bandwidth. Topics include, but are not limited to: Coding and Communication Theory; Modulation and Signal Design; Wired, Wireless and Optical Communication; Communication System Special Issues. Current Call for Papers: Cognitive and AI-enabled Wireless and Mobile - https://digital-library.theiet.org/files/IET_COM_CFP_CAWM.pdf UAV-Enabled Mobile Edge Computing - https://digital-library.theiet.org/files/IET_COM_CFP_UAV.pdf
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