Signal Selection for Estimation and Identification in Networks of Dynamic Systems: A Graphical Model Approach.
Donatello MaterassiMurti V. SalapakaPublished in: IEEE Trans. Autom. Control. (2020)
Keyphrases
- dynamic systems
- graphical models
- complex systems
- belief propagation
- probabilistic model
- qualitative reasoning
- probabilistic graphical models
- probabilistic inference
- discrete event
- probabilistic networks
- dynamical systems
- conditional random fields
- random variables
- approximate inference
- structure learning
- consistency based diagnosis
- graph structure
- state variables
- markov networks
- belief networks
- map inference
- exact inference
- particle filter
- conditional independence
- frequency domain
- qualitative models
- factor graphs
- nonparametric belief propagation
- influence diagrams
- bayesian networks
- multi agent systems
- message passing
- network structure
- state space
- linear time invariant
- gaussian graphical models