Reconfigurable Intelligent Surface-Enhanced Broadband OFDM Communication Based on Deep Reinforcement Learning.
Wenting HuangYijian ChenJue WangXiao LiShi JinPublished in: VTC Fall (2021)
Keyphrases
- reinforcement learning
- communication systems
- wireless systems
- learning capabilities
- wireless communication systems
- low cost
- high speed
- model free
- surface reconstruction
- function approximation
- broadband wireless
- high data rate
- communication networks
- machine learning
- hardware implementation
- surface model
- learning process
- three dimensional
- markov decision processes
- wireless networks
- computer simulation
- temporal difference
- intelligent systems
- action space
- state space
- interconnection networks
- channel estimation
- multi agent