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Successive-Cancellation Decoding of Reed-Muller Codes with Fast Hadamard Transform

Information Theory 2022-02-08 v3 math.IT

Abstract

A novel permuted fast successive-cancellation list decoding algorithm with fast Hadamard transform (FHT-FSCL) is presented. The proposed decoder initializes LL (L1)(L\ge1) active decoding paths with LL random codeword permutations sampled from the full symmetry group of the codes. The path extension in the permutation domain is carried out until the first constituent RM code of order 11 is visited. Conventional path extension of the successive-cancellation list decoder is then utilized in the information bit domain. The simulation results show that for a RM code of length 512512 with 4646 information bits, by running 2020 parallel permuted FHT-FSCL decoders with L=4L=4, we reduce 72%72\% of the computational complexity, 22%22\% of the decoding latency, and 84%84\% of the memory consumption of the state-of-the-art simplified successive-cancellation decoder that uses 512512 permutations sampled from the full symmetry group of the code, with similar error-correction performance at the target frame error rate of 10410^{-4}.

Keywords

Cite

@article{arxiv.2108.12550,
  title  = {Successive-Cancellation Decoding of Reed-Muller Codes with Fast Hadamard Transform},
  author = {Nghia Doan and Seyyed Ali Hashemi and Warren J. Gross},
  journal= {arXiv preprint arXiv:2108.12550},
  year   = {2022}
}

Comments

Submitted to an IEEE journal for possible publication

R2 v1 2026-06-24T05:29:14.983Z