{"title":"Error Correction Decoding Algorithms of RS Codes Based on an Earlier Termination Algorithm to Find the Error Locator Polynomial","authors":"Zhengyi Jiang;Hao Shi;Zhongyi Huang;Linqi Song;Bo Bai;Gong Zhang;Hanxu Hou","doi":"10.1109/TIT.2025.3539222","DOIUrl":null,"url":null,"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 <inline-formula> <tex-math>$2t$ </tex-math></inline-formula> steps, where <italic>t</i> is the error correction capability. In this paper, we first present a new MA algorithm that only requires <inline-formula> <tex-math>$2e$ </tex-math></inline-formula> steps and then propose two fast decoding algorithms for RS codes based on our MA algorithm, where <italic>e</i> is the number of errors and <inline-formula> <tex-math>$e\\leq t$ </tex-math></inline-formula>. We propose the Improved-Frequency Domain Modular Approach (I-FDMA) algorithm that needs <inline-formula> <tex-math>$2e$ </tex-math></inline-formula> 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 <inline-formula> <tex-math>$e\\lt t$ </tex-math></inline-formula>. Furthermore, we propose the <inline-formula> <tex-math>$t_{0}$ </tex-math></inline-formula>-Shortened I-FDMA (<inline-formula> <tex-math>$t_{0}$ </tex-math></inline-formula>-SI-FDMA) algorithm (<inline-formula> <tex-math>$t_{0}$ </tex-math></inline-formula> is a predetermined even number less than <inline-formula> <tex-math>$2t-1$ </tex-math></inline-formula>) based on the new termination mechanism to solve the error number <italic>e</i> 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 <inline-formula> <tex-math>$2e\\lt t_{0}+1$ </tex-math></inline-formula>.","PeriodicalId":13494,"journal":{"name":"IEEE Transactions on Information Theory","volume":"71 4","pages":"2564-2575"},"PeriodicalIF":2.2000,"publicationDate":"2025-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Information Theory","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10877415/","RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"COMPUTER SCIENCE, INFORMATION SYSTEMS","Score":null,"Total":0}
引用次数: 0
摘要
里德-所罗门(RS)码被广泛用于纠正存储系统中的错误。查找错误定位多项式是 RS 码纠错过程中的关键步骤之一。模块化方法(MA)是求解 Welch-Berlekamp (WB) 键方程问题的一种有效算法,用于寻找误差定位多项式,需要 2t$ 步,其中 t 为纠错能力。在本文中,我们首先提出了一种只需 2e$ 步的新 MA 算法,然后基于我们的 MA 算法提出了两种 RS 编码的快速解码算法,其中 e 是错误数,$e\leq t$ 是纠错能力。我们提出了改进频域模块法(I-FDMA)算法,只需 2e$ 步即可求解错误定位多项式,并提出了基于 I-FDMA 算法的首个解码算法。我们的研究表明,与现有的基于 MA 算法的方法相比,当 $e\lt t$ 时,我们的 I-FDMA 算法能有效降低 RS 码的解码复杂度。此外,我们还基于新的终止机制提出了$t_{0}$ -Shortened I-FDMA ($t_{0}$ -SI-FDMA)算法($t_{0}$ 为小于$2t-1$ 的预定偶数),以快速解决误码数 e 的问题。我们提出了基于SI-FDMA算法的第二种RS码译码算法,并证明当2e\lt t_{0}+1$时,第二种译码算法的乘法复杂度低于第一种译码算法(I-FDMA译码算法)。
Error Correction Decoding Algorithms of RS Codes Based on an Earlier Termination Algorithm to Find the Error Locator Polynomial
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 $2t$ steps, where t is the error correction capability. In this paper, we first present a new MA algorithm that only requires $2e$ steps and then propose two fast decoding algorithms for RS codes based on our MA algorithm, where e is the number of errors and $e\leq t$ . We propose the Improved-Frequency Domain Modular Approach (I-FDMA) algorithm that needs $2e$ 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 $e\lt t$ . Furthermore, we propose the $t_{0}$ -Shortened I-FDMA ($t_{0}$ -SI-FDMA) algorithm ($t_{0}$ is a predetermined even number less than $2t-1$ ) based on the new termination mechanism to solve the error number e 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 $2e\lt t_{0}+1$ .
期刊介绍:
The IEEE Transactions on Information Theory is a journal that publishes theoretical and experimental papers concerned with the transmission, processing, and utilization of information. The boundaries of acceptable subject matter are intentionally not sharply delimited. Rather, it is hoped that as the focus of research activity changes, a flexible policy will permit this Transactions to follow suit. Current appropriate topics are best reflected by recent Tables of Contents; they are summarized in the titles of editorial areas that appear on the inside front cover.