TY - JOUR
T1 - Robust Indexing for the Sliced Channel
T2 - Almost Optimal Codes for Substitutions and Deletions
AU - Sima, Jin
AU - Raviv, Netanel
AU - Bruck, Jehoshua
N1 - Publisher Copyright:
© 1963-2012 IEEE.
PY - 2025
Y1 - 2025
N2 - Encoding data as a set of unordered strings is receiving great attention as it captures one of the basic features of DNA storage systems. However, the challenge of constructing optimal redundancy codes for this channel remained elusive. In this paper, we address this problem and present an order-wise optimal construction of codes that are capable of correcting multiple substitution, deletion, and insertion errors for this channel model. The key ingredient in the code construction is a technique we call robust indexing: simultaneously assigning indices to unordered strings (hence, creating order) and also embedding information in these indices. The encoded indices are resilient to substitution, deletion, and insertion errors, and therefore, so is the entire code.
AB - Encoding data as a set of unordered strings is receiving great attention as it captures one of the basic features of DNA storage systems. However, the challenge of constructing optimal redundancy codes for this channel remained elusive. In this paper, we address this problem and present an order-wise optimal construction of codes that are capable of correcting multiple substitution, deletion, and insertion errors for this channel model. The key ingredient in the code construction is a technique we call robust indexing: simultaneously assigning indices to unordered strings (hence, creating order) and also embedding information in these indices. The encoded indices are resilient to substitution, deletion, and insertion errors, and therefore, so is the entire code.
KW - DNA storage
KW - Sliced information
KW - combinatorial numbering system
UR - http://www.scopus.com/inward/record.url?scp=85212275611&partnerID=8YFLogxK
U2 - 10.1109/TIT.2024.3513040
DO - 10.1109/TIT.2024.3513040
M3 - Article
AN - SCOPUS:85212275611
SN - 0018-9448
VL - 71
SP - 881
EP - 894
JO - IEEE Transactions on Information Theory
JF - IEEE Transactions on Information Theory
IS - 2
ER -