Reinforcement Learning Based Routing in EH-WSNs with Dual Alternative Batteries.
Tian ZhaoLuyao WangKwan-Wu ChinPublished in: ICCAI (2020)
Keyphrases
- reinforcement learning
- wireless sensor networks
- network lifetime
- routing algorithm
- energy consumption
- routing protocol
- sensor nodes
- energy efficient
- sensor networks
- energy aware
- data aggregation
- energy efficiency
- secure routing
- routing scheme
- load distribution
- ad hoc networks
- function approximation
- multi hop
- energy saving
- reinforcement learning algorithms
- data transmission
- state space
- shortest path
- base station
- wireless ad hoc networks
- resource constrained
- data gathering
- network topology
- data center
- energy conservation
- reduce the energy consumption
- scheme for wireless sensor networks
- model free
- multipath
- network traffic
- power consumption
- optimal policy
- dynamic programming
- mobile nodes
- mobile ad hoc networks
- wireless communication
- residual energy
- data collection
- biological inspired
- maximum lifetime
- learning process