Beamforming Optimization for IRS-Assisted mmWave V2I Communication Systems via Reinforcement Learning.
Yeongrok LeeJu-Hyung LeeYoung-Chai KoPublished in: IEEE Access (2022)
Keyphrases
- communication systems
- reinforcement learning
- computer systems
- information processing systems
- blind equalization
- underwater acoustic
- multiple access
- channel estimation
- optimization problems
- communication technologies
- multiple input multiple output
- function approximation
- markov decision processes
- optimization algorithm
- state space
- machine learning
- optimal policy
- dynamic programming
- frequency domain
- reinforcement learning algorithms
- ultra wideband
- mobile devices
- database systems
- linear array
- genetic algorithm