Data-driven Deep Reinforcement Learning for Online Flight Resource Allocation in UAV-aided Wireless Powered Sensor Networks.
Kai LiWei NiHarrison KurunathanFalko DresslerPublished in: ICC (2022)
Keyphrases
- resource allocation
- sensor networks
- data driven
- reinforcement learning
- wireless sensor networks
- network connectivity
- visual sensor networks
- mobile wireless
- wireless video
- environmental monitoring
- data gathering
- resource constrained
- sensor data
- resource management
- sensor nodes
- data streams
- wireless communication
- resource allocation problems
- energy consumption
- mobile nodes
- optimal resource allocation
- base station
- energy efficient
- unmanned aerial vehicles
- communication cost
- multi hop
- data aggregation
- communication bandwidth
- resource allocation decisions
- real time
- underwater acoustic
- allocation problems
- scarce resources
- mobile sensor networks
- energy efficiency
- mobile devices
- routing protocol
- sensor web
- wireless networks
- mobile networks
- state space
- key establishment
- mac protocol
- learning algorithm