Robust message-passing for statistical inference in sensor networks.
Jeremy SchiffDominic AntonelliAlexandros G. DimakisDavid ChuMartin J. WainwrightPublished in: IPSN (2007)
Keyphrases
- sensor networks
- message passing
- statistical inference
- belief propagation
- graphical models
- wireless sensor networks
- distributed systems
- sensor data
- model selection
- data streams
- shared memory
- sensor nodes
- inference in graphical models
- energy efficient
- bayesian inference
- statistical learning
- sensor web
- communication bandwidth
- markov random field
- energy consumption
- communication cost
- energy efficiency
- probabilistic model
- underwater acoustic
- machine learning
- sum product algorithm
- stereo matching
- routing protocol
- feature selection
- prior knowledge
- data sets