Diffusion Field Estimation Using Decentralized Kernel Kalman Filter with Parameter Learning Over Hierarchical Sensor Networks.
Shengdi WangBan-Sok ShinDmitriy ShutinArmin DekorsyPublished in: MLSP (2020)
Keyphrases
- sensor networks
- kalman filter
- parameter learning
- extended kalman filter
- kalman filtering
- wireless sensor networks
- update equations
- parameter estimation
- structure learning
- bayesian networks
- sensor data
- conditional random fields
- statistical learning
- sensor nodes
- energy consumption
- object tracking
- particle filter
- adaptive kalman filter
- em algorithm
- generative model
- data streams
- maximum likelihood
- mean shift
- routing protocol
- maximum likelihood estimation
- distributed systems
- high dimensional
- graphical models
- approximate inference
- feature space
- feature selection
- learning algorithm
- data sets