Deep Reinforcement Learning Approach to QoE-Driven Resource Allocation for Spectrum Underlay in Cognitive Radio Networks.
Fatemeh Shah MohammadiAndres KwasinskiPublished in: ICC Workshops (2018)
Keyphrases
- resource allocation
- cognitive radio networks
- cognitive radio
- reinforcement learning
- spectrum sensing
- channel allocation
- wireless communication
- communication systems
- user centric
- optimal resource allocation
- resource management
- wireless networks
- state space
- resource allocation problems
- power allocation
- context awareness
- cross layer
- base station
- multi agent
- cellular networks
- resource allocation decisions
- video streaming
- scarce resources
- key technologies
- distributed resource allocation
- allocation problems
- application layer
- reinforcement learning algorithms
- quality of service