Reinforcement Learning (RL)-Based Energy Efficient Resource Allocation for Energy Harvesting-Powered Wireless Body Area Network.
Yi-Han XuJing-Wei XieYang-Gang ZhangMin HuaWen ZhouPublished in: Sensors (2020)
Keyphrases
- energy efficient
- resource allocation
- reinforcement learning
- battery powered
- wireless sensor networks
- power control
- energy consumption
- multi hop
- data gathering
- optimal resource allocation
- resource management
- energy efficiency
- sensor networks
- base station
- mobility management
- wireless communication
- sensor nodes
- resource allocation problems
- learning algorithm
- sink node
- routing protocol
- state space
- reinforcement learning algorithms
- model free
- allocation strategies
- mobile communication
- data dissemination
- optimal policy
- power consumption
- network traffic
- cluster head
- mobile nodes
- transmission power
- multi agent
- cellular networks
- routing algorithm
- resource utilization
- data transmission
- residual energy
- cooperative
- peer to peer
- cross layer
- relay nodes
- mobile devices
- mobile networks
- end to end
- ad hoc networks
- load balancing
- markov decision processes
- learning agents
- cognitive radio
- wireless networks