Status Update for Correlated Energy Harvesting Sensors: A Deep Reinforcement Learning Approach.
Nan ZhaoChao XuShun ZhangYiping XieXijun WangHongguang SunPublished in: WCSP (2020)
Keyphrases
- reinforcement learning
- sensor networks
- energy consumption
- battery powered
- energy minimization
- data fusion
- function approximation
- robotic control
- save energy
- reinforcement learning algorithms
- model free
- multi sensor
- sensor data
- highly correlated
- real time
- energy efficiency
- selective perception
- sensor nodes
- sensor fusion
- state space
- temporal difference
- power consumption
- energy saving
- current status
- low energy
- sensor technology
- wireless sensor networks
- learning process
- learning classifier systems
- optimal policy
- transfer learning
- energy efficient
- sensory data
- update operations
- transition model
- dynamic programming
- learning algorithm