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.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
eess.SP 1years
2024 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
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.