{"title":"产品码的动态受限迭代猜测码字解码","authors":"Yile Peng;Shancheng Zhao","doi":"10.1109/LCOMM.2025.3581563","DOIUrl":null,"url":null,"abstract":"In this letter, we propose a low-complexity universal decoder for product codes based on guessing codeword decoding (GCD). Recognizing that errors typically concentrate at the intersections of rows and columns where the component decoder fails, we propose to generate test error patterns (TEPs) of component GCD specifically at these intersections. We also introduce new stopping criteria for the component GCD. The resulting decoder, named dynamic-confined iterative GCD (DC-IGCD), dynamically refines its focus to reduce unnecessary computations. To further mitigate the impact of miscorrections, we incorporate enhanced anchor decoding (EAD) into the framework. Numerical evaluations demonstrate that the proposed DC-IGCD with EAD based on the new stopping criteria achieves a significant reduction in decoding complexity compared to IGCD with EAD and DC-IGCD with EAD with the original stopping criteria while maintaining nearly identical error-correction performance.","PeriodicalId":13197,"journal":{"name":"IEEE Communications Letters","volume":"29 8","pages":"1958-1962"},"PeriodicalIF":4.4000,"publicationDate":"2025-06-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Dynamic-Confined Iterative Guessing Codeword Decoding for Product Codes\",\"authors\":\"Yile Peng;Shancheng Zhao\",\"doi\":\"10.1109/LCOMM.2025.3581563\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this letter, we propose a low-complexity universal decoder for product codes based on guessing codeword decoding (GCD). Recognizing that errors typically concentrate at the intersections of rows and columns where the component decoder fails, we propose to generate test error patterns (TEPs) of component GCD specifically at these intersections. We also introduce new stopping criteria for the component GCD. The resulting decoder, named dynamic-confined iterative GCD (DC-IGCD), dynamically refines its focus to reduce unnecessary computations. To further mitigate the impact of miscorrections, we incorporate enhanced anchor decoding (EAD) into the framework. Numerical evaluations demonstrate that the proposed DC-IGCD with EAD based on the new stopping criteria achieves a significant reduction in decoding complexity compared to IGCD with EAD and DC-IGCD with EAD with the original stopping criteria while maintaining nearly identical error-correction performance.\",\"PeriodicalId\":13197,\"journal\":{\"name\":\"IEEE Communications Letters\",\"volume\":\"29 8\",\"pages\":\"1958-1962\"},\"PeriodicalIF\":4.4000,\"publicationDate\":\"2025-06-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE Communications Letters\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://ieeexplore.ieee.org/document/11045762/\",\"RegionNum\":3,\"RegionCategory\":\"计算机科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"TELECOMMUNICATIONS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Communications Letters","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/11045762/","RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"TELECOMMUNICATIONS","Score":null,"Total":0}
Dynamic-Confined Iterative Guessing Codeword Decoding for Product Codes
In this letter, we propose a low-complexity universal decoder for product codes based on guessing codeword decoding (GCD). Recognizing that errors typically concentrate at the intersections of rows and columns where the component decoder fails, we propose to generate test error patterns (TEPs) of component GCD specifically at these intersections. We also introduce new stopping criteria for the component GCD. The resulting decoder, named dynamic-confined iterative GCD (DC-IGCD), dynamically refines its focus to reduce unnecessary computations. To further mitigate the impact of miscorrections, we incorporate enhanced anchor decoding (EAD) into the framework. Numerical evaluations demonstrate that the proposed DC-IGCD with EAD based on the new stopping criteria achieves a significant reduction in decoding complexity compared to IGCD with EAD and DC-IGCD with EAD with the original stopping criteria while maintaining nearly identical error-correction performance.
期刊介绍:
The IEEE Communications Letters publishes short papers in a rapid publication cycle on advances in the state-of-the-art of communication over different media and channels including wire, underground, waveguide, optical fiber, and storage channels. Both theoretical contributions (including new techniques, concepts, and analyses) and practical contributions (including system experiments and prototypes, and new applications) are encouraged. This journal focuses on the physical layer and the link layer of communication systems.