Active Reconfigurable Intelligent Surface-Assisted Mainlobe Wideband RFI Mitigation With Deep Reinforcement Learning for a Large Reflector Antenna.
Junhui PengHailin CaoJin FanZhengjie ZhangDecheng WuPublished in: IEEE Trans. Geosci. Remote. Sens. (2024)
Keyphrases
- reinforcement learning
- frequency band
- low cost
- three dimensional
- learning capabilities
- surface reconstruction
- intelligent systems
- learning process
- d objects
- learning algorithm
- state space
- function approximation
- dynamic programming
- markov decision processes
- temporal difference
- edge detection
- model free
- surface model
- reconfigurable architecture