An Energy-Efficient Strategy based on Q-Learning for Energy Harvesting-based Wireless Sensor Network.
Jiayuan WeiXingyu MiaoYongqi GePublished in: DSA (2021)
Keyphrases
- wireless sensor networks
- energy consumption
- energy efficient
- sensor nodes
- energy efficiency
- energy saving
- sensor networks
- energy conservation
- cluster head
- routing protocol
- maximum lifetime
- multi hop
- routing algorithm
- data transmission
- state space
- base station
- cooperative
- power consumption
- battery powered
- wireless communication
- residual energy
- mac protocol
- network lifetime
- multi agent
- resource constrained
- reinforcement learning
- learning algorithm
- neural network
- optimal strategy
- function approximation
- data center
- key management
- data gathering
- data collection
- sink node
- exploration strategy
- resource limitations
- optimal policy
- wireless sensor nodes
- end to end