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用于6G通信系统的级联里德-所罗门码和下一代极化码的性能分析

Performance analysis of concatenated Reed-Solomon and next generation polar codes for 6G communication systems.

作者信息

Wondimu Edom, Annamalai Pushparaghavan, Gared Fikreselam

机构信息

Bahir Dar Institute of Technology, Faculty of Electrical and Computer Engineering, Bahir Dar University, Bahir Dar, Ethiopia.

出版信息

Sci Rep. 2025 Aug 28;15(1):31785. doi: 10.1038/s41598-025-13672-2.

DOI:10.1038/s41598-025-13672-2
PMID:40877353
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12394412/
Abstract

Burst errors are common in high data rate communication, such as in the Six-Generation (6G) communication system, which degrades its ultra-high reliability requirements. In this study, we have demonstrated how Reed-Solomon codes can be combined with Fifth-Generation (5G) new Radio polar codes to correct burst errors for the 6G system. We have used serial and hybrid concatenating methods. Sequential iterative hard decision decoding methods and Soft Input Soft Output (SISO) with Generalized Minimum Distance (GMD) decoding for the RS decoder have been used. The bit error rate (BER) and Block Error Rate (BLER) performance of the concatenated as well as the 5G polar codes have been evaluated. In the presence of burst errors, the concatenated code gives a BER of [Formula: see text] at - 5.78 dB, while the 5G NR polar code gives [Formula: see text] BER at - 2.79 dB SNR, which is 3 dB SNR gain. The proposed system also performed well in power domain NOMA in which inter-user interference exists. In addition, with SISO GMD and Deep Neural Network-based GMD decoding, the concatenated system showed superior results to the 5G polar codes. A BER of [Formula: see text] at - 6.78 dB is observed compared to the non-Neural Networks SISO GMD decoder. RS-NR-Polar can be used to meet the high-reliability requirements of 6G communication systems.

摘要

突发错误在高数据速率通信中很常见,例如在第六代(6G)通信系统中,这会降低其超高可靠性要求。在本研究中,我们展示了如何将里德 - 所罗门码与第五代(5G)新无线电极化码相结合,以纠正6G系统中的突发错误。我们使用了串行和混合级联方法。对于RS解码器,使用了顺序迭代硬判决解码方法以及带有广义最小距离(GMD)解码的软输入软输出(SISO)。已经评估了级联码以及5G极化码的误码率(BER)和误块率(BLER)性能。在存在突发错误的情况下,级联码在 - 5.78 dB时的BER为[公式:见原文],而5G NR极化码在 - 2.79 dB SNR时的BER为[公式:见原文],这是3 dB的SNR增益。所提出的系统在存在用户间干扰的功率域非正交多址接入(NOMA)中也表现良好。此外,通过SISO GMD和基于深度神经网络的GMD解码,级联系统显示出优于5G极化码的结果。与非神经网络SISO GMD解码器相比,在 - 6.78 dB时观察到的BER为[公式:见原文]。RS - NR - Polar可用于满足6G通信系统的高可靠性要求。

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