Deep Reinforcement Learning Based Blind mmWave MIMO Beam Alignment.
Vishnu RajNancy NayakSheetal KalyaniPublished in: IEEE Trans. Wirel. Commun. (2022)
Keyphrases
- reinforcement learning
- channel estimation
- markov decision processes
- state space
- function approximation
- communication systems
- model free
- machine learning
- learning process
- optimal policy
- image alignment
- learning algorithm
- multi agent
- dynamic programming
- reinforcement learning algorithms
- policy search
- temporal difference
- action selection
- dynamic time warping
- robotic control
- transmission scheme
- multiple input multiple output
- mimo ofdm
- multiple input
- wireless channels
- sequence alignment
- reward function
- genetic algorithm