Hardware Implementation of Iterative Projection-Aggregation Decoding of Reed-Muller Codes

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Abstract

In this work, we present a simplification and a corresponding hardware architecture for hard-decision recursive projectionaggregation (RPA) decoding of Reed-Muller (RM) codes. In particular, we transform the recursive structure of RPA decoding into a simpler and iterative structure with minimal error-correction degradation. Our simulation results for RM(7; 3) show that the proposed simplification has a small error-correcting performance degradation (0:005 in terms of channel crossover probability) while reducing the average number of computations by up to 40%. In addition, we describe the first fully parallel hardware architecture for simplified RPA decoding. We present FPGA implementation results for an RM(6; 3) code on a Xilinx Virtex-7 FPGA showing that our proposed architecture achieves a throughput of 171 Mbps at a frequency of 80 MHz.

Original languageEnglish
Title of host publicationICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
PublisherInstitute of Electrical and Electronics Engineers
Pages8293-8297
Number of pages5
ISBN (Electronic)978-1-7281-7605-5
DOIs
Publication statusPublished - 2021
Event2021 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2021 - Virtual, Toronto, Canada
Duration: 6 Jun 202111 Jun 2021
https://2021.ieeeicassp.org/

Conference

Conference2021 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2021
Abbreviated titleICASSP 2021
Country/TerritoryCanada
CityToronto
Period6/06/2111/06/21
Internet address

Bibliographical note

Publisher Copyright:
©2021 IEEE.

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