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Low-Complexity Soft-Aided Error-and-Erasure Decoding for Generalized Product Codes

Information Theory 2026-07-15 v1

Abstract

Generalized product codes (GPCs) combine excellent high-rate performance with low-complexity hardware implementations. We propose the refined dynamic reliability score decoder (\acs{RDRSD}), a hard-message-passing iterative error-and-erasure decoder that uses dynamic reliability scores. Its syndrome-domain implementation has complexity comparable to hard-decision \ac{iBDD}. Across various GPCs and decoding configurations, \acs{RDRSD} provides different complexity--performance trade-offs and achieves approximately \SI{1}{dB} coding gain over \ac{iBDD}. For GPCs with component codes of small error-correcting capability, we also analyze the error floor and propose a soft-aided post-processing step that significantly lowers it.

Cite

@article{arxiv.2607.13719,
  title  = {Low-Complexity Soft-Aided Error-and-Erasure Decoding for Generalized Product Codes},
  author = {Sisi Miao and Laurent Schmalen},
  journal= {arXiv preprint arXiv:2607.13719},
  year   = {2026}
}

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Submitted to IEEE