Reinforcement Learning for Joint Transmit-Sleep Scheduling in Energy-harvesting Wireless Sensor Networks.
Hrishikesh DuttaAmit Kumar BhuyanSubir BiswasPublished in: ICOIN (2024)
Keyphrases
- wireless sensor networks
- reinforcement learning
- energy consumption
- sensor nodes
- energy efficient
- energy efficiency
- energy saving
- sensor networks
- network lifetime
- energy conservation
- data aggregation
- base station
- wireless sensor nodes
- cluster head
- data transmission
- topology control
- energy aware
- scheduling problem
- scheduling algorithm
- round robin
- routing algorithm
- wireless communication
- resource constrained
- environmental monitoring
- function approximation
- resource allocation
- model free
- routing protocol
- learning algorithm
- multi hop
- flexible manufacturing systems
- sink node
- residual energy
- body sensor networks
- real time database systems
- data dissemination
- temporal difference
- power consumption
- multi agent
- data gathering
- reinforcement learning algorithms
- resource constraints
- markov decision processes
- response time
- state space
- energy dissipation
- reduce the energy consumption
- node selection
- maximum lifetime
- metadata