TY - GEN
T1 - Index-Based Concatenated Codes for the Multi-Draw DNA Storage Channel
AU - Welter, Lorenz
AU - Maarouf, Issam
AU - Lenz, Andreas
AU - Wachter-Zeh, Antonia
AU - Rosnes, Eirik
AU - Amat, Alexandre Graell I.
N1 - Publisher Copyright:
© 2023 IEEE.
PY - 2023
Y1 - 2023
N2 - We consider error-correcting coding for DNA-based storage. We model the DNA storage channel as a multi-draw IDS channel where the input data is chunked into M short DNA strands, which are copied a random number of times, and the channel outputs a random selection of N noisy DNA strands. The retrieved DNA strands are prone to insertion, deletion, and substitution (IDS) errors. We propose an index-based concatenated coding scheme consisting of the concatenation of an outer code, an index code, and an inner synchronization code, where the latter two tackle IDS errors. We further propose a mismatched joint index-synchronization code maximum a posteriori probability decoder with optional clustering to infer symbolwise a posteriori probabilities for the outer decoder. We compute achievable information rates for the outer code and present Monte-Carlo simulations for information-outage probabilities and frame error rates on synthetic and experimental data, respectively.
AB - We consider error-correcting coding for DNA-based storage. We model the DNA storage channel as a multi-draw IDS channel where the input data is chunked into M short DNA strands, which are copied a random number of times, and the channel outputs a random selection of N noisy DNA strands. The retrieved DNA strands are prone to insertion, deletion, and substitution (IDS) errors. We propose an index-based concatenated coding scheme consisting of the concatenation of an outer code, an index code, and an inner synchronization code, where the latter two tackle IDS errors. We further propose a mismatched joint index-synchronization code maximum a posteriori probability decoder with optional clustering to infer symbolwise a posteriori probabilities for the outer decoder. We compute achievable information rates for the outer code and present Monte-Carlo simulations for information-outage probabilities and frame error rates on synthetic and experimental data, respectively.
UR - http://www.scopus.com/inward/record.url?scp=85165109790&partnerID=8YFLogxK
U2 - 10.1109/ITW55543.2023.10161631
DO - 10.1109/ITW55543.2023.10161631
M3 - Conference contribution
AN - SCOPUS:85165109790
T3 - 2023 IEEE Information Theory Workshop, ITW 2023
SP - 383
EP - 388
BT - 2023 IEEE Information Theory Workshop, ITW 2023
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2023 IEEE Information Theory Workshop, ITW 2023
Y2 - 23 April 2023 through 28 April 2023
ER -