Collaborative Training in Sensor Networks: A graphical model approach
Haipeng ZhengSanjeev R. KulkarniH. Vincent PoorPublished in: CoRR (2009)
Keyphrases
- sensor networks
- graphical models
- belief propagation
- wireless sensor networks
- random variables
- environmental monitoring
- sensor data
- approximate inference
- probabilistic model
- probabilistic graphical models
- resource constrained
- probabilistic inference
- conditional random fields
- structure learning
- bayesian networks
- markov networks
- energy efficient
- exact inference
- structured prediction
- conditional independence
- belief networks
- energy consumption
- data streams
- communication cost
- message passing
- underwater acoustic
- sensor nodes
- data aggregation
- map inference
- sensor web
- communication bandwidth
- mobile wireless
- factor graphs
- visual sensor networks
- mobile sensor networks
- energy efficiency
- hidden markov models
- data sets
- sensor readings
- network connectivity
- stereo matching
- data distribution
- conditional dependencies
- video sequences