Reed-Solomon Coding Algorithms Based on Reed-Muller Transform for Any Number of Parities
Based on the Reed-Muller (RM) transform, this paper proposes a Reed-Solomon (RS) encoding/erasure decoding algorithm for any number of parities. Specifically, we first generalize the previous RM-based syndrome calculation, which allows only up to seven parities, to support any number of parities. Th...
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Veröffentlicht in: | IEEE transactions on computers 2023-09, Vol.72 (9), p.2677-2688 |
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Sprache: | eng |
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Zusammenfassung: | Based on the Reed-Muller (RM) transform, this paper proposes a Reed-Solomon (RS) encoding/erasure decoding algorithm for any number of parities. Specifically, we first generalize the previous RM-based syndrome calculation, which allows only up to seven parities, to support any number of parities. Then we propose a general encoding/erasure decoding algorithm. The proposed encoding algorithm eliminates the operations in solving linear equations, and this improves the computational efficiency of existing RM-based RS algorithms. In terms of erasure decoding, this paper employs the generalized RM-based syndrome calculation and lower-upper (LU) decomposition to accelerate the computational efficiency. Analysis shows that the proposed encoding/erasure decoding algorithm approaches the complexity of \lfloor \lg T \rfloor + 1 ⌊lgT⌋+1 XORs per data bit with N N increasing, where T T and N N denote the number of parities and codeword length respectively. To highlight the advantage of the proposed RM-based algorithms, the implementations with Single Instruction Multiple Data (SIMD) technology are provided. Simulation results show that the proposed algorithms are competitive, as compared with other cutting-edge implementations. |
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ISSN: | 0018-9340 1557-9956 |
DOI: | 10.1109/TC.2023.3262922 |