학술논문

Reed-Solomon Coded Probabilistic Constellation Shaping for Molecular Communications
Document Type
Periodical
Source
IEEE Communications Letters IEEE Commun. Lett. Communications Letters, IEEE. 28(2):258-262 Feb, 2024
Subject
Communication, Networking and Broadcast Technologies
Symbols
Codes
Transmitters
Monte Carlo methods
Receivers
Interference
Modulation
Molecular communication
probabilistic constellation shaping
error control codes
concentration shift keying
inter-symbol interference
Language
ISSN
1089-7798
1558-2558
2373-7891
Abstract
Probabilistic constellation shaping (PCS) is a promising technique employed in molecular communications, utilizing molecular shell mapping (MSM). However, the performance of MSM, particularly its bit error rate (BER), falls short when the exact channel state information is unavailable. To address this challenge and enhance robustness, we propose a scheme known as Reed-Solomon coded PCS (RS-PCS) scheme. This approach combines shaping and coding through a parallel transmitter structure, preserving the shaped distribution at the output of the RS encoder. In addition, we develop a low-complexity receiver that leverages the intra-sequence interference. Our numerical results on BER clearly demonstrate that the proposed RS-PCS scheme outperforms existing schemes that only consider the PCS or RS coding techniques alone.