English

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

Information Theory 2023-06-22 v2 math.IT

Abstract

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 MM short DNA strands, which are copied a random number of times, and the channel outputs a random selection of NN 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 posterior 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.

Keywords

Cite

@article{arxiv.2212.10402,
  title  = {Index-Based Concatenated Codes for the Multi-Draw DNA Storage Channel},
  author = {Lorenz Welter and Issam Maarouf and Andreas Lenz and Antonia Wachter-Zeh and Eirik Rosnes and Alexandre Graell i Amat},
  journal= {arXiv preprint arXiv:2212.10402},
  year   = {2023}
}

Comments

accepted to IEEE Information Theory Workshop (ITW) 2023

R2 v1 2026-06-28T07:45:00.690Z