Optimal data transmission and battery charging policies for solar powered sensor networks using Markov decision process.
Muhammad Ali MurtazaMuhammad TahirPublished in: WCNC (2013)
Keyphrases
- sensor networks
- data transmission
- markov decision process
- sensor nodes
- wireless sensor networks
- base station
- energy consumption
- routing protocol
- stationary policies
- optimal policy
- energy efficient
- state space
- markov decision processes
- electric vehicles
- infinite horizon
- reinforcement learning
- sensor data
- data collection
- average cost
- dynamic programming
- energy efficiency
- multi hop
- network lifetime
- initial state
- wireless communication
- ad hoc networks
- communication cost
- data streams
- sink node
- cluster head
- routing algorithm
- communication networks
- reward function
- transition probabilities
- long run
- optimal control
- mobile nodes
- data sets
- machine learning
- computer networks
- data acquisition
- random walk