Information-Theoretic Performance Analysis of Sensor Networks via Markov Modeling of Time Series Data.
Yue LiDevesh K. JhaAsok RayThomas A. WettergrenPublished in: IEEE Trans. Cybern. (2018)
Keyphrases
- sensor networks
- information theoretic
- information theory
- mutual information
- environmental monitoring
- wireless sensor networks
- sensor data
- theoretic framework
- sensor nodes
- communication cost
- information bottleneck
- energy efficient
- data collection
- resource constrained
- information theoretic measures
- data streams
- underwater acoustic
- energy consumption
- kullback leibler divergence
- data dissemination
- entropy measure
- sensor web
- base station
- data analysis
- data aggregation
- high dimensional
- jensen shannon divergence
- mobile wireless
- sensor readings
- data gathering
- kl divergence
- data sets
- sensing devices
- mobile sensor networks
- communication bandwidth
- network connectivity
- energy efficiency
- machine learning