Joint state and parameter estimation for uncertain stochastic nonlinear polynomial systems.
Michael V. BasinAlexander G. LoukianovMiguel Hernández-GonzálezPublished in: Int. J. Syst. Sci. (2013)
Keyphrases
- parameter estimation
- least squares
- markov random field
- maximum likelihood
- em algorithm
- model selection
- random fields
- maximum likelihood estimation
- parameter estimation algorithm
- expectation maximization
- model fitting
- parameters estimation
- posterior distribution
- structure learning
- parameter values
- statistical models
- approximate inference
- decision making
- state estimation
- estimation problems
- image processing