Symbol-level iterative information set decoding of RS codes

被引:0
|
作者
Genga, Yuval [1 ]
Oyerinde, Olutayo [1 ]
Versfeld, Jaco [2 ]
机构
[1] Univ Witwatersrand, Sch Elect & Informat Engn, Johannesburg, South Africa
[2] Stellenbosch Univ, Dept Elect & Elect Engn, Matieland, South Africa
基金
新加坡国家研究基金会;
关键词
Reed Solomon codes; Soft-input soft-output decoding; Iterative decoding; Message passing decoding; Information set decoding; Decoding complexity; REED-SOLOMON CODES; ALGORITHM;
D O I
10.1016/j.aej.2023.04.034
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper presents the implementation of a low-complex iterative symbol-level decoding scheme for Reed-Solomon codes. Most soft-decision iterative decoders for Reed-Solomon codes work on a bit level due to the efficient passing of soft information due to the sparsity of the binary parity check matrix. These decoders yield a good error correction performance, but this comes at the cost of an increased computational complexity resulting from working at a bit-level. This study aims to lower the computational complexity of iterative decoding of Reed-Solomon codes by intro-ducing a high-performance soft-decision iterative Reed-Solomon decoder that works on a symbol -level, in contrast to the bit-level implementation used in most iterative Reed-Solomon decoders. The proposed algorithm utilises soft information to decode while applying information set decoding techniques to an extended parity check matrix. The use of the extended parity check matrix provides additional parity check equations which assist the algorithm in determining the correct information set of symbols used in the decoding process. For a given on; k thorn Reed-Solomon code, the algorithm converges to a valid codeword by correctly decoding a specified information set of k symbols from the received vector. Simulations run show the proposed algorithm performs favourably when com-pared to other symbol-level iterative decoders while working at a relatively lower complexity.(c) 2023 THE AUTHORS. Published by Elsevier BV on behalf of Faculty of Engineering, Alexandria University. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/ licenses/by-nc-nd/4.0/).
引用
收藏
页码:1 / 10
页数:10
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