Deep Reinforcement Learning-Driven Reconfigurable Intelligent Surface-Assisted Radio Surveillance With a Fixed-Wing UAV.
Xin YuanShuyan HuWei NiXin WangAbbas JamalipourPublished in: IEEE Trans. Inf. Forensics Secur. (2023)
Keyphrases
- reinforcement learning
- unmanned aerial vehicles
- search and rescue
- function approximation
- state space
- low cost
- data driven
- surface reconstruction
- learning capabilities
- three dimensional
- multi agent
- reinforcement learning algorithms
- real time
- surface model
- wireless communication
- reliability analysis
- surveillance system
- optimal control
- control algorithm
- model free
- action selection
- general purpose
- dynamic programming
- learning algorithm
- situational awareness
- traffic monitoring
- vision based navigation
- temporal difference
- video surveillance
- range data
- markov decision processes
- d objects
- machine learning