Deep reinforcement learning-based beam training with energy and spectral efficiency maximisation for millimetre-wave channels.
NarengerileJohn ThompsonPaul PatrasTharmalingam RatnarajahPublished in: EURASIP J. Wirel. Commun. Netw. (2022)
Keyphrases
- reinforcement learning
- supervised learning
- deep architectures
- training phase
- training set
- training samples
- training examples
- function approximation
- energy consumption
- communication channels
- multi channel
- energy minimization
- neural network
- learning algorithm
- training process
- state space
- feature space
- low energy
- wave propagation