Sensing, Probing, and Transmitting Policy for Energy Harvesting Cognitive Radio With Two-Stage After-State Reinforcement Learning.
Keyu WuHai JiangChintha TellamburaPublished in: IEEE Trans. Veh. Technol. (2019)
Keyphrases
- cognitive radio
- spectrum sensing
- reinforcement learning
- state space
- optimal policy
- cooperative spectrum sensing
- action space
- cognitive radio networks
- markov decision process
- wireless communication
- policy search
- function approximation
- control policy
- state action
- markov decision processes
- power control
- energy consumption
- partially observable