Q-learning algorithm for resource allocation in WDMA-based optical wireless communication networks.
Abdelrahman S. ElgamalOsama Zwaid AlsulamiAhmad Adnan QidanTaisir E. H. El-GorashiJaafar M. H. ElmirghaniPublished in: CoRR (2021)
Keyphrases
- resource allocation
- communication networks
- wireless communication
- learning algorithm
- wireless channels
- communication infrastructure
- data transmission
- distributed databases
- resource allocation problems
- network infrastructure
- computer networks
- resource management
- network structure
- machine learning
- base station
- multi hop
- scarce resources
- reinforcement learning
- combinatorial auctions
- dynamic resource allocation
- optimal resource allocation
- distributed resource allocation
- wireless networks
- resource allocation decisions
- ip networks
- mobile networks
- allocation strategies
- allocate resources
- allocation problems
- cellular networks
- bidding strategies
- supervised learning
- resource allocation and scheduling