Low-redundancy codes for correcting multiple short-duplication and edit errors
Abstract
Due to its higher data density, longevity, energy efficiency, and ease of generating copies, DNA is considered a promising storage technology for satisfying future needs. However, a diverse set of errors including deletions, insertions, duplications, and substitutions may arise in DNA at different stages of data storage and retrieval. The current paper constructs error-correcting codes for simultaneously correcting short (tandem) duplications and at most edits, where a short duplication generates a copy of a substring with length and inserts the copy following the original substring, and an edit is a substitution, deletion, or insertion. Compared to the state-of-the-art codes for duplications only, the proposed codes correct up to edits (in addition to duplications) at the additional cost of roughly symbols of redundancy, thus achieving the same asymptotic rate, where is the alphabet size and is a constant. Furthermore, the time complexities of both the encoding and decoding processes are polynomial when is a constant with respect to the code length.
Keywords
Cite
@article{arxiv.2208.02330,
title = {Low-redundancy codes for correcting multiple short-duplication and edit errors},
author = {Yuanyuan Tang and Shuche Wang and Hao Lou and Ryan Gabrys and Farzad Farnoud},
journal= {arXiv preprint arXiv:2208.02330},
year = {2022}
}
Comments
21 pages. The paper has been submitted to IEEE Transaction on Information Theory. Furthermore, the paper was presented in part at the ISIT2021 and ISIT2022