MDP-based Resource Allocation for Uplink Grant-free Transmissions in 5G New Radio.
Thilina N. WeerasingheIndika A. M. BalapuwadugeFrank Y. LiVicente Casares GinerPublished in: WCNC (2020)
Keyphrases
- resource allocation
- markov decision processes
- resource management
- resource allocation problems
- long term evolution
- optimal resource allocation
- reinforcement learning
- packet scheduling
- wireless communication
- scarce resources
- wireless sensor networks
- allocation problems
- optimal policy
- distributed resource allocation
- resource allocation decisions
- resource usage
- resource requirements
- resource availability
- dynamic resource allocation
- allocation strategies
- learning algorithm
- state space
- load balancing
- linear programming
- wireless channels
- combinatorial auctions
- quality of service