Q-Learning-Driven Enhancement of Slotted ALOHA in IEEE 802.15.4 WSNs.
Amilton V. BaptistaFernando J. VelezPublished in: MeditCom (2024)
Keyphrases
- mac protocol
- wireless sensor networks
- ad hoc networks
- underwater acoustic
- multi channel
- energy efficient
- energy consumption
- wireless ad hoc networks
- comprehensive analysis
- energy efficiency
- medium access control
- reinforcement learning
- cooperative
- image processing
- multi agent
- stochastic approximation
- function approximation
- cellular networks
- learning algorithm
- state space
- learning rate
- model free
- image enhancement
- routing protocol
- optimal policy
- collision avoidance
- end to end
- wireless channels
- wireless networks
- routing algorithm
- multi hop
- mobile nodes
- action selection
- quality of service
- lightweight
- environmental monitoring
- mobile users
- wireless communication
- sensor nodes