Loopy Belief Propagation as a Basis for Communication in Sensor Networks
Christopher CrickAvi PfefferPublished in: CoRR (2012)
Keyphrases
- sensor networks
- loopy belief propagation
- communication cost
- resource constrained
- communication bandwidth
- belief propagation
- wireless sensor networks
- markov random field
- network connectivity
- environmental monitoring
- sensor data
- graphical models
- approximate inference
- underwater acoustic
- free energy
- energy efficient
- data gathering
- sensor nodes
- graph cuts
- energy consumption
- message passing
- communication systems
- data streams
- conditional random fields
- base station
- communication networks
- energy minimization
- mobile sensor networks
- em algorithm
- markov chain monte carlo
- fixed point
- distributed systems