An Energy-efficient Data Collection Scheme by Mobile Element based on Markov Decision Process for Wireless Sensor Networks.
Ihsan UllahChan-Myung KimJoo-Seong HeoYoun-Hee HanPublished in: Wirel. Pers. Commun. (2022)
Keyphrases
- wireless sensor networks
- data collection
- markov decision process
- sensor networks
- mobile nodes
- energy efficient
- mobile computing
- state space
- sensor nodes
- energy consumption
- energy efficiency
- base station
- wireless communication
- markov decision processes
- routing algorithm
- optimal policy
- reinforcement learning
- multi hop
- data gathering
- routing protocol
- finite horizon
- mobile devices
- mobile networks
- infinite horizon
- maximum lifetime
- initial state
- machine learning
- cluster head
- ad hoc networks
- multistage
- bayesian networks
- mac protocol