Fast Successive-Cancellation Decoding of Polar Codes with Reed-Solomon Kernel

Polar codes with Reed-Solomon (RS) kernel exhibit significant promise in forthcoming communication systems owing to their elevated polarization rate. However, the successive cancellation list (SCL) decoders for this type of multi-kernel polar codes suffer from high decoding complexity. In this paper, we comprehensively investigate the characteristics of the Reed-Solomon (RS) kernel and propose three decoding nodes specifically designed for polar code with RS kernel, including Rate-0, Rate-1 and Quasi-Repetition (QREP) nodes, along with their corre-sponding soft information processing methods. Furthermore, we propose efficient Dual Reliable Decoding (DRD) algorithms and table-based algorithms for Rate-1 and QREP nodes, respectively. Results show that the proposed fast SCL algorithm of polar codes with RS kernel can reduce the complexity, while achieving similar performance.

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Publication Details

Published
2024-11-24
DOI
https://doi.org/10.1109/itw61385.2024.10806991
Primary Topic
Error Correcting Code Techniques
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article
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article

Fast Successive-Cancellation Decoding of Polar Codes with Reed-Solomon Kernel

Jianhan Zhao, Yanyan Liu, Wei Zhang
Error Correcting Code Techniques
article

Fast Successive-Cancellation Decoding of Polar Codes with Reed-Solomon Kernel

Jianhan Zhao, Yanyan Liu, Wei Zhang
article en

Abstract

Polar codes with Reed-Solomon (RS) kernel exhibit significant promise in forthcoming communication systems owing to their elevated polarization rate. However, the successive cancellation list (SCL) decoders for this type of multi-kernel polar codes suffer from high decoding complexity. In this paper, we comprehensively investigate the characteristics of the Reed-Solomon (RS) kernel and propose three decoding nodes specifically designed for polar code with RS kernel, including Rate-0, Rate-1 and Quasi-Repetition (QREP) nodes, along with their corre-sponding soft information processing methods. Furthermore, we propose efficient Dual Reliable Decoding (DRD) algorithms and table-based algorithms for Rate-1 and QREP nodes, respectively. Results show that the proposed fast SCL algorithm of polar codes with RS kernel can reduce the complexity, while achieving similar performance.

Tianjin University (CN), Nankai University (CN)
Openalex Percentile: Top 72%
Error Correcting Code Techniques
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Fast Successive-Cancellation Decoding of Polar Codes with Reed-Solomon Kernel — Jianhan Zhao, Yanyan Liu, et al. · (2024) | TGRS Research Map | TGRS