A Task Scheduling Algorithm Based on Q-Learning for WSNs.
Benhong ZhangWensheng WuXiang BiYiming WangPublished in: ChinaCom (2018)
Keyphrases
- wireless sensor networks
- reinforcement learning
- function approximation
- energy consumption
- energy efficient
- cooperative
- multi agent
- sensor networks
- state space
- sensor nodes
- base station
- scheduling algorithm
- resource limitations
- data aggregation
- stochastic approximation
- energy aware
- mac protocol
- scheme for wireless sensor networks
- model free
- routing algorithm
- action selection
- routing protocol
- temporal difference learning
- learning algorithm
- environmental monitoring
- secure routing
- data collection
- learning rate
- resource constrained
- body sensor networks
- reinforcement learning algorithms
- wireless communication
- data transmission
- optimal policy
- reinforcement learning methods
- multi agent reinforcement learning
- potential field
- sensing devices
- multi channel
- ad hoc networks
- single processor
- data gathering
- key management
- energy efficiency
- wireless networks
- load distribution
- multi hop
- electro mechanical systems