Loopy Belief Propagation as a Basis for Communication in Sensor Networks.
Christopher CrickAvi PfefferPublished in: UAI (2003)
Keyphrases
- sensor networks
- loopy belief propagation
- communication cost
- resource constrained
- belief propagation
- communication bandwidth
- wireless sensor networks
- network connectivity
- graphical models
- markov random field
- sensor data
- sensor nodes
- environmental monitoring
- data gathering
- energy efficient
- approximate inference
- energy consumption
- free energy
- message passing
- data streams
- conditional random fields
- base station
- energy minimization
- graph cuts
- underwater acoustic
- markov chain monte carlo
- communication networks
- communication systems
- parameter estimation
- sensor web
- similarity measure
- mobile sensor networks