Error Probability Bounds for Coded-Index DNA Storage

05/20/2022
by   Nir Weinberger, et al.
0

The DNA storage channel is considered, in which a codeword is comprised of M unordered DNA molecules. At reading time, N molecules are sampled with replacement, and then each molecule is sequenced. A coded-index concatenated-coding scheme is considered, in which the mth molecule of the codeword is restricted to a subset of all possible molecules (an inner code), which is unique for each m. The decoder has low-complexity, and is based on first decoding each molecule separately (the inner code), and then decoding the sequence of molecules (an outer code). Only mild assumptions are made on the sequencing channel, in the form of the existence of an inner code and decoder with vanishing error. The error probability of a random code as well as an expurgated code is analyzed and shown to decay exponentially with N. This establishes the importance of increasing the coverage depth N/M in order to obtain low error probability.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
12/20/2022

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

We consider error-correcting coding for DNA-based storage. We model the ...
research
02/27/2019

Capacity Results for the Noisy Shuffling Channel

Motivated by DNA-based storage, we study the noisy shuffling channel, wh...
research
12/19/2022

Finite Blocklength Performance Bound for the DNA Storage Channel

We present a finite blocklength performance bound for a DNA storage chan...
research
12/14/2022

Achievable Information Rates and Concatenated Codes for the DNA Nanopore Sequencing Channel

The errors occurring in DNA-based storage are correlated in nature, whic...
research
09/26/2021

The DNA Storage Channel: Capacity and Error Probability

The DNA storage channel is considered, in which M Deoxyribonucleic acid ...
research
05/09/2023

Cover Your Bases: How to Minimize the Sequencing Coverage in DNA Storage Systems

Although the expenses associated with DNA sequencing have been rapidly d...
research
11/29/2021

Concatenated Codes for Multiple Reads of a DNA Sequence

Decoding sequences that stem from multiple transmissions of a codeword o...

Please sign up or login with your details

Forgot password? Click here to reset