{"title":"子字符串的多链重构","authors":"Yonatan Yehezkeally, Sagi Marcovich, Eitan Yaakobi","doi":"10.1109/ITW48936.2021.9611486","DOIUrl":null,"url":null,"abstract":"The problem of string reconstruction based on its substrings spectrum has received significant attention recently due to its applicability to DNA data storage and sequencing. In contrast to previous works, we consider in this paper a setup of this problem where multiple strings are reconstructed together. Given a multiset S of strings, all their substrings of some fixed length $\\ell$, defined as the $\\ell$-profile of S, are received and the goal is to reconstruct all strings in S. A multi-strand $\\ell$-reconstruction code is a set of multisets such that every element S can be reconstructed from its $\\ell$-profile. Given the number of strings k and their length n, we first find a lower bound on the value of $\\ell$ necessary for existence of multi-strand $\\ell$-reconstruction codes with non-vanishing asymptotic rate. We then present two constructions of such codes and show that their rates approach 1 for values of $\\ell$ that asymptotically behave like the lower bound.","PeriodicalId":325229,"journal":{"name":"2021 IEEE Information Theory Workshop (ITW)","volume":"53 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"Multi-strand Reconstruction from Substrings\",\"authors\":\"Yonatan Yehezkeally, Sagi Marcovich, Eitan Yaakobi\",\"doi\":\"10.1109/ITW48936.2021.9611486\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The problem of string reconstruction based on its substrings spectrum has received significant attention recently due to its applicability to DNA data storage and sequencing. In contrast to previous works, we consider in this paper a setup of this problem where multiple strings are reconstructed together. Given a multiset S of strings, all their substrings of some fixed length $\\\\ell$, defined as the $\\\\ell$-profile of S, are received and the goal is to reconstruct all strings in S. A multi-strand $\\\\ell$-reconstruction code is a set of multisets such that every element S can be reconstructed from its $\\\\ell$-profile. Given the number of strings k and their length n, we first find a lower bound on the value of $\\\\ell$ necessary for existence of multi-strand $\\\\ell$-reconstruction codes with non-vanishing asymptotic rate. We then present two constructions of such codes and show that their rates approach 1 for values of $\\\\ell$ that asymptotically behave like the lower bound.\",\"PeriodicalId\":325229,\"journal\":{\"name\":\"2021 IEEE Information Theory Workshop (ITW)\",\"volume\":\"53 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-08-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 IEEE Information Theory Workshop (ITW)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ITW48936.2021.9611486\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE Information Theory Workshop (ITW)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ITW48936.2021.9611486","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4
摘要
基于子字符串谱的字符串重构问题由于其在DNA数据存储和测序中的适用性,近年来受到了广泛的关注。与以往的工作不同,我们在本文中考虑了这个问题的一个设置,其中多个字符串一起重构。给定一个字符串的多集S,接收到它们所有具有固定长度$\ well $的子串,定义为S的$\ well $-profile,目标是重构S中的所有字符串。多链$\ well $-reconstruction代码是一个多集集合,使得每个元素S都可以从$\ well $-profile重构。给定字符串的个数k和长度n,我们首先求出具有非消失渐近率的多链重构码$\ well $值的存在所必需的下界。然后,我们给出了这种码的两种结构,并证明它们的速率接近于1,对于$\ well $的值渐近地表现为下界。
The problem of string reconstruction based on its substrings spectrum has received significant attention recently due to its applicability to DNA data storage and sequencing. In contrast to previous works, we consider in this paper a setup of this problem where multiple strings are reconstructed together. Given a multiset S of strings, all their substrings of some fixed length $\ell$, defined as the $\ell$-profile of S, are received and the goal is to reconstruct all strings in S. A multi-strand $\ell$-reconstruction code is a set of multisets such that every element S can be reconstructed from its $\ell$-profile. Given the number of strings k and their length n, we first find a lower bound on the value of $\ell$ necessary for existence of multi-strand $\ell$-reconstruction codes with non-vanishing asymptotic rate. We then present two constructions of such codes and show that their rates approach 1 for values of $\ell$ that asymptotically behave like the lower bound.