A Hybrid Task Offloading and Resource Allocation Approach for Digital Twin-Empowered UAV-Assisted MEC Network Using Federated Reinforcement Learning for Future Wireless Network.
Prakhar ConsulIshan BudhirajaDeepak GargNeeraj KumarRamendra SinghAhmad S. AlmogrenPublished in: IEEE Trans. Consumer Electron. (2024)
Keyphrases
- resource allocation
- wireless networks
- optimal resource allocation
- reinforcement learning
- access points
- cellular networks
- link layer
- communication links
- wireless networking
- mobile networks
- mobile nodes
- wireless communication
- resource allocation problems
- base station
- network infrastructure
- wireless mesh networks
- network access
- resource management
- ad hoc networks
- mobile communications
- cognitive radio
- wireless local area network
- cross layer
- rate adaptation
- packet scheduling
- resource allocation decisions
- peer to peer
- wifi
- mobile computing
- allocation problems
- communication networks
- multi hop
- computer networks
- distributed resource allocation
- combinatorial auctions
- network structure
- state space
- resource utilization
- scarce resources
- wireless sensor networks
- multi agent