Polar Coding with Chemical Reaction Networks
Information Theory
2019-03-12 v1 Emerging Technologies
Logic in Computer Science
Signal Processing
math.IT
Abstract
In this paper, we propose a new polar coding scheme with molecular programming, which is capable of highly parallel implementation at a nano-scale without a need of electrical power sources. We designed chemical reaction networks (CRN) to employ either successive cancellation (SC) or maximum-likelihood (ML) decoding schemes for short polar codes. From ordinary differential equation (ODE) analysis of the proposed CRNs, we demonstrate that SC and ML decoding achieve accurate computations across fully-parallel chemical reactions. We also make a comparison in terms of the number of required chemical reactions and species, where the superiority of ML decoder over SC decoder is observed for very short block lengths.
Keywords
Cite
@article{arxiv.1903.03709,
title = {Polar Coding with Chemical Reaction Networks},
author = {Toshiki Matsumine and Toshiaki Koike-Akino and Ye Wang},
journal= {arXiv preprint arXiv:1903.03709},
year = {2019}
}