A Bayesian Framework for Robust Reasoning from Sensor Networks.
Valery A. PetrushinRayid GhaniAnatole GershmanPublished in: AAAI Spring Symposium: AI Technologies for Homeland Security (2005)
Keyphrases
- sensor networks
- bayesian framework
- wireless sensor networks
- generative model
- sensor data
- prior knowledge
- resource constrained
- communication cost
- sensor nodes
- environmental monitoring
- energy consumption
- bayesian formulation
- energy efficient
- sensor readings
- posterior distribution
- underwater acoustic
- posterior probability
- prior distribution
- maximum a posteriori
- network connectivity
- communication bandwidth
- data streams
- base station
- routing protocol
- expectation maximization
- action recognition
- mobile wireless
- energy efficiency
- energy function
- higher order
- probability distribution
- pairwise
- bayesian networks
- mobile sensor networks