Signal selection for estimation and identification in networks of dynamic systems: a graphical model approach.
Donatello MaterassiMurti V. SalapakaPublished in: CoRR (2019)
Keyphrases
- dynamic systems
- graphical models
- complex systems
- belief propagation
- probabilistic graphical models
- probabilistic model
- consistency based diagnosis
- qualitative reasoning
- probabilistic networks
- probabilistic inference
- conditional random fields
- bayesian networks
- random variables
- discrete event
- approximate inference
- markov networks
- state variables
- structure learning
- factor graphs
- exact inference
- dynamical systems
- graph structure
- conditional dependencies
- belief networks
- map inference
- qualitative models
- gaussian graphical models
- conditional independence
- model based diagnosis
- frequency domain
- network model
- linear time invariant
- particle filter
- learning algorithm
- message passing
- network structure
- parameter estimation
- multi agent systems