{"title":"Finite-Length Puncturing Pattern Design for LDPC Codes With Hadamard Constraints","authors":"Junyi Du;Peng Kang;Lei Xiao","doi":"10.1109/LCOMM.2025.3543011","DOIUrl":null,"url":null,"abstract":"In this letter, we propose a two-stage method to design finite-length puncturing patterns for LDPC codes with Hadamard constraints. At the first stage, we propose the distribution of puncturing patterns and develop extrinsic information transfer functions for distribution optimization in terms of the lowest decoding threshold. At the second stage, we analyze the iterative update process of a Hadamard check node (HCN) and find that the Euclidean distance determines the reliability of its output extrinsic information. Based on this, we propose a greedy algorithm to design puncturing patterns to maximize the number of punctured variable nodes with reliable input information. Simulations verify the good performance of the Hadamard-LDPC code with our designed puncturing patterns, compared to the 5G new radio LDPC code and the same Hadamard-LDPC code with other puncturing patterns.","PeriodicalId":13197,"journal":{"name":"IEEE Communications Letters","volume":"29 4","pages":"759-763"},"PeriodicalIF":3.7000,"publicationDate":"2025-02-17","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/10891393/","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}
引用次数: 0
Abstract
In this letter, we propose a two-stage method to design finite-length puncturing patterns for LDPC codes with Hadamard constraints. At the first stage, we propose the distribution of puncturing patterns and develop extrinsic information transfer functions for distribution optimization in terms of the lowest decoding threshold. At the second stage, we analyze the iterative update process of a Hadamard check node (HCN) and find that the Euclidean distance determines the reliability of its output extrinsic information. Based on this, we propose a greedy algorithm to design puncturing patterns to maximize the number of punctured variable nodes with reliable input information. Simulations verify the good performance of the Hadamard-LDPC code with our designed puncturing patterns, compared to the 5G new radio LDPC code and the same Hadamard-LDPC code with other puncturing patterns.
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.