Deep Reinforcement Learning Resource Allocation in Wireless Sensor Networks With Energy Harvesting and Relay.
Bin ZhaoXiaohui ZhaoPublished in: IEEE Internet Things J. (2022)
Keyphrases
- resource allocation
- wireless sensor networks
- energy consumption
- reinforcement learning
- multi hop
- sensor nodes
- energy efficient
- energy efficiency
- base station
- network lifetime
- data transmission
- sensor networks
- resource allocation problems
- cluster head
- resource management
- optimal resource allocation
- topology control
- allocate resources
- routing protocol
- wireless communication
- state space
- routing algorithm
- residual energy
- allocation strategies
- resource requirements
- resource usage
- reinforcement learning algorithms
- allocation problems
- distributed resource allocation
- multi agent
- learning algorithm
- dynamic resource allocation
- scarce resources
- resource allocation decisions
- resource allocation and scheduling
- combinatorial auctions
- wireless networks
- learning process
- machine learning
- model free
- optimal policy
- dynamic environments
- dynamic programming