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Index-Based Concatenated Codes for the Multi-Draw DNA Storage Channel

Welter, Lorenz (author)
Technische Universität München (TUM),Technical University of Munich (TUM)
Maarouf, Issam (author)
Simula UiB
Lenz, Andreas (author)
Technische Universität München (TUM),Technical University of Munich (TUM)
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Wachter-Zeh, Antonia (author)
Technische Universität München (TUM),Technical University of Munich (TUM)
Rosnes, Eirik (author)
Simula UiB
Graell I Amat, Alexandre, 1976 (author)
Chalmers tekniska högskola,Chalmers University of Technology
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 (creator_code:org_t)
2023
2023
English.
In: 2023 IEEE Information Theory Workshop, ITW 2023. ; , s. 383-388
  • Conference paper (peer-reviewed)
Abstract Subject headings
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  • 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.

Subject headings

TEKNIK OCH TEKNOLOGIER  -- Elektroteknik och elektronik -- Telekommunikation (hsv//swe)
ENGINEERING AND TECHNOLOGY  -- Electrical Engineering, Electronic Engineering, Information Engineering -- Telecommunications (hsv//eng)

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Welter, Lorenz
Maarouf, Issam
Lenz, Andreas
Wachter-Zeh, Ant ...
Rosnes, Eirik
Graell I Amat, A ...
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ENGINEERING AND TECHNOLOGY
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