Deep-Learning for Breaking the Trapping Sets in Low-Density Parity-Check Codes.
Seokju HanJieun OhKyungmok OhJeongseok HaPublished in: IEEE Trans. Commun. (2022)
Keyphrases
- deep learning
- low density parity check
- ldpc codes
- decoding algorithm
- error correction
- unsupervised learning
- channel coding
- machine learning
- distributed video coding
- message passing
- physical layer
- mental models
- weakly supervised
- low complexity
- channel capacity
- computer vision
- data mining
- unequal error protection
- image transmission
- rate allocation
- noise model
- maximum likelihood