학술논문

Molecular Polar Belief Propagation Decoder and Successive Cancellation Decoder
Document Type
Conference
Source
2019 IEEE International Workshop on Signal Processing Systems (SiPS) Signal Processing Systems (SiPS), 2019 IEEE International Workshop on. :236-241 Oct, 2019
Subject
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Engineering Profession
Signal Processing and Analysis
Decoding
Simulation
Probability distribution
Encoding
Fuels
Indexes
Input variables
Chemical reaction networks (CRNs)
molecular computation
polar codes
belief propagation (BP) decoding
successive cancellation (SC) decoding
Language
ISSN
2374-7390
Abstract
Polar codes have been adopted for the enhanced mobile broadband control channels for the 5th communication system. By constructing chemical reaction networks (CRNs), this paper proposes a method of synthesizing polar belief propagation (BP) decoder and successive cancellation (SC) decoder. The proposed method is suitable for polar codes with arbitrary code length and code rate. Reactions in the proposed design could be experimentally implemented with deoxyribonucleic acid (DNA) strand displacement reactions, making the proposed polar decoders promising for wide application in nanoscale devices. Theoretical analysis and simulation results have validated the feasibility of this method.