An auto-encoder trained jointly over multiple puncturing patterns learns rate-compatible linear block codes that outperform BCH and 5G LDPC baselines at short block lengths with a 5-iteration belief-propagation decoder.
Syndrome-coupled rate-compatible error-correcting co des: Theory and application,
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Learning Rate-Compatible Linear Block Codes: An Auto-Encoder Based Approach
An auto-encoder trained jointly over multiple puncturing patterns learns rate-compatible linear block codes that outperform BCH and 5G LDPC baselines at short block lengths with a 5-iteration belief-propagation decoder.