Reconstruction and Error-Correction Codes for Polymer-Based Data Storage

04/19/2019
by   Srilakshmi Pattabiraman, et al.
0

Motivated by polymer-based data-storage platforms that use chains of binary synthetic polymers as the recording media and read the content via tandem mass spectrometers, we propose a new family of codes that allows for unique string reconstruction and correction of one mass error. Our approach is based on introducing redundancy that scales logarithmically with the length of the string and allows for the string to be uniquely reconstructed based only on its erroneous substring composition multiset. The key idea behind our unique reconstruction approach is to interleave Catalan-type paths with arbitrary binary strings and "reflect" them so as to allow prefixes and suffixes of the same length to have different weights. For error correction, we add a constant number of bits that provides information about the weights of reflected pairs of bits and hence enable recovery from a single mass error. The asymptotic code rate of the scheme is one, and decoding is accomplished via a simplified version of the backtracking algorithm used for the Turnpike problem.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
03/02/2020

Coding for Polymer-Based Data Storage

Motivated by polymer-based data-storage platforms that use chains of bin...
research
01/14/2020

Mass Error-Correction Codes for Polymer-Based Data Storage

We consider the problem of correcting mass readout errors in information...
research
08/31/2022

Reconstruction of a Single String from a Part of its Composition Multiset

Motivated by applications in polymer-based data storage, we study the pr...
research
01/21/2022

Insertion and Deletion Correction in Polymer-based Data Storage

Synthetic polymer-based storage seems to be a particularly promising can...
research
10/05/2021

Reconstruction of Sets of Strings from Prefix/Suffix Compositions

The problem of reconstructing strings from substring information has fou...
research
10/21/2020

Reconstructing Mixtures of Coded Strings from Prefix and Suffix Compositions

The problem of string reconstruction from substring information has foun...
research
03/23/2023

On Constant-Weight Binary B_2-Sequences

Motivated by applications in polymer-based data storage we introduced th...

Please sign up or login with your details

Forgot password? Click here to reset