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Reconstruction from Noisy Substrings

2023/12/08 by Hengjia Wei, Wei, Hengjia, Moshe Schwartz +3
Biochemistry, Genetics and Molecular Biology · Computer Science · #Algorithms and Data Compression #Cellular Automata and Applications #DNA and Biological Computing #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #Information Theory (cs.IT)

paper · pdf · doi:10.48550/arxiv.2312.04790

openalex publication_date 2023/12/08 · openalex created_date 2025/10/10 · openalex updated_date 2026/08/01

Abstract

This paper studies the problem of encoding messages into sequences which can be uniquely recovered from some noisy observations about their substrings. The observed reads comprise consecutive substrings with some given minimum overlap. This coded reconstruction problem has applications to DNA storage. We consider both single-strand reconstruction codes and multi-strand reconstruction codes, where the message is encoded into a single strand or a set of multiple strands, respectively. Various parameter regimes are studied. New codes are constructed, some of whose rates asymptotically attain the upper bounds.

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