An Error Correction Technique for Product Codes Construction of PAC Codes

IF 6.9 2区 计算机科学 Q1 TELECOMMUNICATIONS
Heng Liu;Jin Sha
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引用次数: 0

Abstract

High-rate product codes are widely employed in modern high-speed communication systems, and their performance is heavily dependent on their component codes. While polar codes are theoretically capacity-achieving, their error-correction performance degrades significantly at the finite blocklengths typical of product code applications. To address this limitation, we propose a novel product code construction based on Polarization-Adjusted Convolutional (PAC) codes, referred to as PAC product codes (PAC-PCs). Additionally, we design an improved two-step decoder for PAC-PC, which incorporates an effective error-localization strategy and an error-pattern matching mechanism to resolve complex decoding ambiguities. Furthermore, the decoder employs an adaptive early termination technique to reduce decoding latency and computational complexity, particularly at high signal-to-noise ratio (SNR), thereby improving energy efficiency. Simulation results demonstrate that the proposed PAC-PC significantly outperforms conventional polar product codes (Polar-PCs) in terms of error-correction performance. Compared to established iterative product codes and staircase codes, the proposed PAC-PC achieves a favorable trade-off between error-correction performance and complexity.
PAC码的产品码构造纠错技术
高速产品码广泛应用于现代高速通信系统中,其性能在很大程度上取决于其组成码。虽然极性码在理论上是容量实现的,但它们的纠错性能在有限块长度的典型产品码应用中显着下降。为了解决这一限制,我们提出了一种基于极化调整卷积(PAC)代码的新型产品代码结构,称为PAC产品代码(PAC- pcs)。此外,我们为PAC-PC设计了一种改进的两步解码器,该解码器结合了有效的错误定位策略和错误模式匹配机制来解决复杂的解码歧义。此外,解码器采用自适应早期终止技术,以减少解码延迟和计算复杂性,特别是在高信噪比(SNR)下,从而提高能源效率。仿真结果表明,PAC-PC在纠错性能上明显优于传统的极性积码(polar - pc)。与已有的迭代产品码和阶梯码相比,本文提出的PAC-PC在纠错性能和复杂度之间取得了较好的平衡。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
IEEE Transactions on Green Communications and Networking
IEEE Transactions on Green Communications and Networking Computer Science-Computer Networks and Communications
CiteScore
9.30
自引率
6.20%
发文量
181
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