Decentralized Approximate Bayesian Inference for Distributed Sensor Network.
Behnam GholamiSejong YoonVladimir PavlovicPublished in: AAAI (2016)
Keyphrases
- bayesian inference
- sensor networks
- communication cost
- mobile sensor networks
- distributed systems
- expectation propagation
- wireless sensor networks
- camera network
- probabilistic model
- peer to peer
- mobile sensor
- sensor data
- prior information
- data collection
- hierarchical bayesian
- resource constrained
- base station
- data streams
- environmental monitoring
- energy efficiency
- reduce communication cost
- underwater acoustic
- variational bayes
- sensor readings
- data gathering
- energy consumption
- sensor nodes
- data aggregation
- sensor web
- communication bandwidth
- wireless sensor
- particle filter
- routing protocol
- sensing devices
- prior knowledge
- data sets
- mobile agents
- sensor placement
- visual sensor networks
- heterogeneous sensor networks