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August 1, 2025IAES International Journal of Artificial IntelligenceOpen Access

Dual simulated annealing soft decoder for linear block codes

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Authors

HAHicham Tahiri AlaouiAAAhmed AzouaouiJKJamal El Kafi

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Overview

Dual simulated annealing soft decoder improves decoding performance in linear block codes, suggesting better outcomes.

Key Points

  • Performance improves by approximately 2.5 dB at a bit error rate of 6×10⁻⁶ for LDPC (60,30) code, and surpasses classical decoders.
  • The proposed algorithm outperforms several existing decoding algorithms, showcasing its effectiveness across various codes.
  • An extensive performance evaluation optimizes parameters ensuring the best results are achieved, enhancing decoding capability.
  • Comparisons reveal lower algorithmic complexity while maintaining superior performance in soft decoding for linear block codes.

Cite This Study

Alaoui et al. (2025) studied this question.

synapsesocial.com/papers/68af59e3ad7bf08b1eadeee9https://doi.org/10.11591/ijai.v14.i4.pp2776-2787
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Dual soft decoding of linear block codes using memetic algorithm2024
  2. 2Neural-Model-Augmented Hybrid NMS-OSD Decoders for Near-ML in Short Block Codes2025
  3. 3New Efficient Decoder of Linear Block Codes Based on Information Sets, Hash Techniques, and Machine Learning Models2026
  4. 4Sliding window-aided ordered statistics decoding for short LDPC codes2024 · 1 citations
  5. 5New Golay decoding method using auto-encoder and OSD2024