Analog Joint Source-Channel Coding for Gaussian Sources over AWGN Channels with Deep Learning.
Ziwei XuanKrishna NarayananPublished in: SPCOM (2020)
Keyphrases
- deep learning
- image transmission
- fading channels
- additive white gaussian noise
- channel coding
- generalized gaussian
- source coding
- image compression
- bit error rate
- unsupervised learning
- channel conditions
- unequal error protection
- coding scheme
- information theoretic
- gaussian noise
- compressed images
- error resilient
- jpeg compression
- error propagation
- multipath
- video transmission
- signal to noise ratio
- machine learning
- weakly supervised
- bit errors
- ldpc codes
- wireless channels
- error correction
- noise level
- maximum likelihood
- mental models
- image denoising
- denoising
- rate allocation
- bitstream
- wavelet coefficients
- computer simulation
- wavelet transform
- feature vectors
- video sequences