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Error Correction Decoding Algorithms of RS Codes Based on An Earlier Termination Algorithm to Find The Error Locator Polynomial

Information Theory 2024-07-30 v1 math.IT

Abstract

Reed-Solomon (RS) codes are widely used to correct errors in storage systems. Finding the error locator polynomial is one of the key steps in the error correction procedure of RS codes. Modular Approach (MA) is an effective algorithm for solving the Welch-Berlekamp (WB) key-equation problem to find the error locator polynomial that needs 2t2t steps, where tt is the error correction capability. In this paper, we first present a new MA algorithm that only requires 2e2e steps and then propose two fast decoding algorithms for RS codes based on our MA algorithm, where ee is the number of errors and ete\leq t. We propose Improved-Frequency Domain Modular Approach (I-FDMA) algorithm that needs 2e2e steps to solve the error locator polynomial and present our first decoding algorithm based on the I-FDMA algorithm. We show that, compared with the existing methods based on MA algorithms, our I-FDMA algorithm can effectively reduce the decoding complexity of RS codes when e<te<t. Furthermore, we propose the t0t_0-Shortened I-FDMA (t0t_0-SI-FDMA) algorithm (t0t_0 is a predetermined even number less than 2t12t-1) based on the new termination mechanism to solve the error number ee quickly. We propose our second decoding algorithm based on the SI-FDMA algorithm for RS codes and show that the multiplication complexity of our second decoding algorithm is lower than our first decoding algorithm (the I-FDMA decoding algorithm) when 2e<t0+12e<t_0+1.

Keywords

Cite

@article{arxiv.2407.19484,
  title  = {Error Correction Decoding Algorithms of RS Codes Based on An Earlier Termination Algorithm to Find The Error Locator Polynomial},
  author = {Zhengyi Jiang and Hao Shi and Zhongyi Huang and Linqi Song and Bo Bai and Gong Zhang and Hanxu Hou},
  journal= {arXiv preprint arXiv:2407.19484},
  year   = {2024}
}
R2 v1 2026-06-28T17:55:53.481Z