Denoising Diffusion Probabilistic Models for Hardware-Impaired Communication Systems: Towards Wireless Generative AI.
Mehdi LetafatiSamad AliMatti Latva-ahoPublished in: CoRR (2023)
Keyphrases
- communication systems
- probabilistic model
- denoising
- generative model
- computer systems
- communication technologies
- wireless channels
- nonlinear diffusion
- multiple access
- diffusion processes
- image denoising
- image processing
- total variation
- cognitive radio
- artificial intelligence
- noisy images
- information processing systems
- blind equalization
- graphical models
- wireless networks
- low cost
- conditional random fields
- mobile devices
- wireless communication
- underwater acoustic
- bayesian networks
- hidden variables
- expectation maximization
- wavelet packet
- diffusion process
- data processing
- physical layer
- anisotropic diffusion
- gaussian noise
- channel estimation
- beltrami flow
- machine learning
- data acquisition
- computer simulation
- information systems
- ultra wideband
- embedded systems