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Guessing Random Additive Noise Decoding for Underwater Acoustic Communications

  • Northeastern University

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Scopus citations

Abstract

This paper presents a performance evaluation of the Ordered Reliability Bits Guessing Random Additive Noise Decoding (ORBGRAND) decoder in the context of underwater acoustic communications. Utilizing an underwater acoustic channel replay emulator, an ongoing initiative aimed at creating a universally accessible repository of underwater acoustic communication channels, we assess the performance of the ORBGRAND decoder. The ORBGRAND decoder demonstrates exceptional performance, achieving an approximately 8 dB gain with only 8-bit parity check bits (a code rate of 0.94) when compared with an uncoded system and a 1 dB gain when compared with Polar codes using state-of-the-art decoders, while maintaining an effective throughput of approximately 3 kbps over a 4 kHz acoustic band. This performance is achieved with minimal throughput penalty and remarkably low computational complexity compared to traditional decoders. These findings underscore the potential of the ORBGRAND decoder for efficient and robust underwater acoustic communication.

Original languageEnglish
Title of host publicationWUWNET 2024 - Proceedings of the 18th ACM International Conference on Underwater Networks and Systems
PublisherAssociation for Computing Machinery, Inc
ISBN (Electronic)9798400711602
DOIs
StatePublished - Jan 27 2025
Event18th ACM International Conference on Underwater Networks and Systems, WUWNET 2024 - Sibenik, Croatia
Duration: Oct 28 2024Oct 31 2024

Publication series

NameWUWNET 2024 - Proceedings of the 18th ACM International Conference on Underwater Networks and Systems

Conference

Conference18th ACM International Conference on Underwater Networks and Systems, WUWNET 2024
Country/TerritoryCroatia
CitySibenik
Period10/28/2410/31/24

Keywords

  • GRAND
  • OFDM
  • ORBGRAND
  • coding
  • underwater acoustic communications

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