Channel Estimation in Massive MIMO under Hardware Non-Linearities: Bayesian Methods versus Deep Learning.
Özlem Tugfe DemirEmil BjörnsonPublished in: CoRR (2019)
Keyphrases
- deep learning
- channel estimation
- bayesian methods
- fading channels
- cdma systems
- communication systems
- ofdm system
- multipath
- machine learning
- computer systems
- unsupervised learning
- frequency selective
- bayesian framework
- bit error rate
- model selection
- gaussian processes
- estimation algorithm
- machine learning methods
- mental models
- wireless communication
- weakly supervised
- wireless channels
- learning algorithm
- end to end
- physical layer
- training data
- orthogonal frequency division multiplexing
- regression model
- hyperparameters
- graphical models
- data analysis
- computer vision