Research on User-Centric Wireless Resource Allocation of IS TN Based on Reinforcement Learning.
Wanfei SunHui XuHucheng WangShiyuan ChangShaohui SunDeshan MiaoPublished in: GLOBECOM (Workshops) (2023)
Keyphrases
- resource allocation
- user centric
- reinforcement learning
- wireless communication
- wireless networks
- resource management
- cognitive radio networks
- context dependent
- mobile devices
- personal information
- context awareness
- resource allocation problems
- optimal resource allocation
- markov decision processes
- reinforcement learning algorithms
- resource allocation and scheduling
- allocation problems
- digital content
- context aware
- machine learning
- optimal policy
- cognitive radio
- state space
- scarce resources
- resource allocation decisions
- mobile users
- power allocation
- multi agent
- learning algorithm
- cellular networks
- allocation strategies
- management system
- packet scheduling
- distributed resource allocation