Fast Markov Decision Process for data collection in sensor networks.
Thai DuongThinh P. NguyenPublished in: ICCCN (2014)
Keyphrases
- data collection
- sensor networks
- markov decision process
- state space
- wireless sensor networks
- markov decision processes
- reinforcement learning
- optimal policy
- sensor nodes
- sensor data
- data streams
- environmental monitoring
- base station
- infinite horizon
- energy consumption
- resource constrained
- underwater acoustic
- routing protocol
- communication cost
- communication bandwidth
- network connectivity
- energy efficient
- mobile sensor networks
- visual sensor networks
- initial state
- data aggregation
- sensor readings
- transition probabilities
- mobile wireless
- data gathering
- average cost
- energy efficiency
- multi agent