Data Modelling with Gaussian Process in Sensor Networks for Urban Environmental Monitoring.
Xiuming LiuTeng XiEdith C. H. NgaiPublished in: MASCOTS (2016)
Keyphrases
- environmental monitoring
- sensor networks
- wireless sensor networks
- sensor data
- data collection
- sensor readings
- gaussian process
- data gathering
- communication cost
- monitoring system
- resource constrained
- data streams
- data analysis
- energy efficient
- underwater acoustic
- communication bandwidth
- sensor nodes
- heterogeneous sensor networks
- energy consumption
- data points
- bayesian framework
- data distribution
- high dimensional data
- model selection
- gaussian process regression
- graphical models
- network connectivity
- sink node
- video sequences
- data mining
- mobile sensor networks
- data sets