Reinforcement Learning-Based Dynamic Power Management for Energy Harvesting Wireless Sensor Network.
Roy Chaoming HsuCheng-Ting LiuWei-Ming LeePublished in: IEA/AIE (2009)
Keyphrases
- energy efficiency
- wireless sensor networks
- dynamic power management
- reinforcement learning
- energy consumption
- power management
- power consumption
- energy efficient
- energy saving
- sensor nodes
- sensor networks
- data center
- energy conservation
- data transmission
- wireless sensor
- cluster head
- function approximation
- base station
- response time
- routing protocol
- data collection
- multi hop
- data gathering
- routing algorithm
- database
- battery powered
- learning algorithm
- temporal difference
- state space
- residual energy
- machine learning
- sensor data
- model free
- artificial intelligence
- reinforcement learning algorithms
- dynamic programming
- key management
- data sets
- multi agent
- resource constrained
- computational intelligence
- optimal policy
- transfer learning
- smart home
- markov decision processes
- optimal control