RL-IoT: Reinforcement Learning-Based Routing Approach for Cognitive Radio-Enabled IoT Communications.
Tauqeer Safdar MalikKaleem Razzaq MalikAyesha AfzalMuhammad IbrarLei WangHoubing SongNadir ShahPublished in: IEEE Internet Things J. (2023)
Keyphrases
- reinforcement learning
- cognitive radio
- management system
- power control
- communication systems
- function approximation
- cloud computing
- state space
- reinforcement learning algorithms
- spectrum sensing
- cognitive radio networks
- optimal policy
- resource management
- temporal difference
- rl algorithms
- markov decision processes
- model free
- action selection
- location information
- wireless mesh networks
- energy efficient
- wireless systems
- partially observable domains
- learning algorithm
- smart home
- key technologies
- ad hoc networks
- power consumption
- routing protocol
- wireless networks
- cellular networks
- action space
- function approximators
- routing problem
- cooperative spectrum sensing