From Multilayer Perceptron to GPT: A Reflection on Deep Learning Research for Wireless Physical Layer.
Mohamed AkroutAmine MezghaniEkram HossainFaouzi BelliliRobert W. Heath Jr.Published in: IEEE Commun. Mag. (2024)
Keyphrases
- physical layer
- multilayer perceptron
- deep learning
- wireless communication
- neural network
- artificial neural networks
- application layer
- radial basis function
- unsupervised learning
- wireless networks
- back propagation
- network layer
- neural network model
- machine learning
- resource utilization
- bit error rate
- communication protocol
- smart grid
- mac protocol
- mental models
- hidden layer
- multipath
- multi hop
- communication networks
- computer simulation
- channel coding
- communication systems
- weakly supervised
- wireless channels
- communication technologies
- cognitive radio
- fading channels
- wireless sensor networks
- end to end
- ad hoc networks
- feature vectors
- video sequences
- multiscale
- learning algorithm
- data mining