Unsupervised Linear and Nonlinear Channel Equalization and Decoding using Variational Autoencoders.
Avi CaciularuDavid BurshteinPublished in: CoRR (2019)
Keyphrases
- decision feedback
- channel estimation
- noisy channel
- multipath
- parity check
- error propagation
- denoising
- error control
- unsupervised learning
- image segmentation
- multi channel
- joint source channel
- ofdm system
- image transmission
- soft decision
- semi supervised
- transmission over noisy channels
- optical flow
- restricted boltzmann machine
- coding scheme
- turbo codes
- bit error rate
- supervised learning
- decoding algorithm
- free energy
- deep belief networks
- communication systems
- dirichlet process mixture models
- channel coding
- wireless channels
- variational methods
- error correction
- low density parity check
- image compression