{"title":"DNA校正码:DNA存储系统的端到端校正","authors":"Avital Boruchovsky;Daniella Bar-Lev;Eitan Yaakobi","doi":"10.1109/TIT.2025.3559684","DOIUrl":null,"url":null,"abstract":"This paper introduces a new solution to DNA storage that integrates all three steps of retrieval, namely clustering, reconstruction, and error correction. <italic>DNA-correcting codes</i> are presented as a unique solution to the problem of ensuring that the output of the storage system is unique for any valid set of input strands. To this end, we introduce a novel distance metric to capture the unique behavior of the DNA storage system and provide necessary and sufficient conditions for DNA-correcting codes. We also establish bounds and constructions for these codes, including an exploration of the <inline-formula> <tex-math>$\\ell _{\\infty } $ </tex-math></inline-formula> distance applied to permutations. Here, instead of interpreting permutation elements as numerical values and assessing absolute differences, we treat them as vectors and consider the Hamming distance to better model the DNA Storage System.","PeriodicalId":13494,"journal":{"name":"IEEE Transactions on Information Theory","volume":"71 6","pages":"4214-4227"},"PeriodicalIF":2.2000,"publicationDate":"2025-04-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"DNA-Correcting Codes: End-to-End Correction in DNA Storage Systems\",\"authors\":\"Avital Boruchovsky;Daniella Bar-Lev;Eitan Yaakobi\",\"doi\":\"10.1109/TIT.2025.3559684\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper introduces a new solution to DNA storage that integrates all three steps of retrieval, namely clustering, reconstruction, and error correction. <italic>DNA-correcting codes</i> are presented as a unique solution to the problem of ensuring that the output of the storage system is unique for any valid set of input strands. To this end, we introduce a novel distance metric to capture the unique behavior of the DNA storage system and provide necessary and sufficient conditions for DNA-correcting codes. We also establish bounds and constructions for these codes, including an exploration of the <inline-formula> <tex-math>$\\\\ell _{\\\\infty } $ </tex-math></inline-formula> distance applied to permutations. Here, instead of interpreting permutation elements as numerical values and assessing absolute differences, we treat them as vectors and consider the Hamming distance to better model the DNA Storage System.\",\"PeriodicalId\":13494,\"journal\":{\"name\":\"IEEE Transactions on Information Theory\",\"volume\":\"71 6\",\"pages\":\"4214-4227\"},\"PeriodicalIF\":2.2000,\"publicationDate\":\"2025-04-10\",\"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/10962275/\",\"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}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Information Theory","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10962275/","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}
DNA-Correcting Codes: End-to-End Correction in DNA Storage Systems
This paper introduces a new solution to DNA storage that integrates all three steps of retrieval, namely clustering, reconstruction, and error correction. DNA-correcting codes are presented as a unique solution to the problem of ensuring that the output of the storage system is unique for any valid set of input strands. To this end, we introduce a novel distance metric to capture the unique behavior of the DNA storage system and provide necessary and sufficient conditions for DNA-correcting codes. We also establish bounds and constructions for these codes, including an exploration of the $\ell _{\infty } $ distance applied to permutations. Here, instead of interpreting permutation elements as numerical values and assessing absolute differences, we treat them as vectors and consider the Hamming distance to better model the DNA Storage System.
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.