How to Find Simple Conditions for Successful Sequence Reconstruction?

Chen Wang, Eitan Yaakobi, Yiwei Zhang

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

We study a model in which a codeword x is transmitted through several identical channels, where each channel produces a noisy read of x. The sequence reconstruction problem, proposed by Levenshtein, asks for how to uniquely re-construct x based on these noisy reads. Most of previous works focused on the minimum number of reads which guarantees unique reconstruction of x in the worst case. In this paper, we move on to a new perspective on the sequence reconstruction problem, and propose a different sufficient condition for unique reconstruction which takes both the number of reads and the distances among the reads into consideration. We offer both theoretical analysis and corresponding efficient reconstruction algorithms.

Original languageEnglish
Title of host publication2024 IEEE Information Theory Workshop, ITW 2024
Pages627-632
Number of pages6
ISBN (Electronic)9798350348934
DOIs
StatePublished - 2024
Event2024 IEEE Information Theory Workshop, ITW 2024 - Shenzhen, China
Duration: 24 Nov 202428 Nov 2024

Publication series

Name2024 IEEE Information Theory Workshop, ITW 2024

Conference

Conference2024 IEEE Information Theory Workshop, ITW 2024
Country/TerritoryChina
CityShenzhen
Period24/11/2428/11/24

All Science Journal Classification (ASJC) codes

  • Information Systems
  • Signal Processing
  • Computational Theory and Mathematics
  • Computer Networks and Communications
  • Theoretical Computer Science

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