Boost decoding performance of finite geometry LDPC codes with deep learning tactics.
Guangwen LiXiao YuPublished in: CoRR (2022)
Keyphrases
- deep learning
- ldpc codes
- decoding algorithm
- error correction
- low density parity check
- message passing
- unsupervised learning
- image transmission
- machine learning
- channel coding
- three dimensional
- rate allocation
- weakly supervised
- mental models
- non binary
- belief propagation
- noise model
- source coding
- image compression
- denoising
- coding scheme
- natural images