RADDPG: Resource Allocation in Cognitive Radio with Deep Reinforcement Learning.
Nikita MishraSumit SrivastavaShivendra Nath SharanPublished in: COMSNETS (2021)
Keyphrases
- resource allocation
- cognitive radio
- reinforcement learning
- spectrum sensing
- cognitive radio networks
- wireless communication
- resource management
- optimal resource allocation
- resource allocation problems
- wireless networks
- communication systems
- base station
- cellular networks
- state space
- allocation strategies
- reinforcement learning algorithms
- resource allocation decisions
- key technologies
- multi agent
- markov decision processes
- allocation problems
- optimal policy
- multiple input multiple output
- dynamic resource allocation
- scarce resources