Deep Reinforcement Learning for Radio Resource Allocation and Management in Next Generation Heterogeneous Wireless Networks: A Survey.
Abdulmalik AlwarafyMohamed M. AbdallahBekir Sait CiftlerAla I. Al-FuqahaMounir HamdiPublished in: CoRR (2021)
Keyphrases
- resource allocation
- heterogeneous wireless networks
- resource management
- reinforcement learning
- cognitive radio
- wireless networks
- scarce resources
- data transmission
- wireless communication
- access network
- management system
- call admission control
- video streaming
- context awareness
- state space
- data management
- quality of service
- wireless systems
- wifi
- resource consumption
- learning process
- bandwidth allocation
- wireless technologies
- optimal resource allocation
- wireless access
- decision making
- base station
- communication systems
- mobile devices