A General Procedure for Accurate Parameter Estimation in Dynamic Systems Using New Estimation Errors.
Masahiko NakatsuiAlexandre SedoglavicFrançois LemaireFrançois BoulierAsli ÜrgüplüKatsuhisa HorimotoPublished in: ANB (2010)
Keyphrases
- parameter estimation
- dynamic systems
- estimation error
- maximum likelihood
- qualitative reasoning
- complex systems
- markov random field
- least squares
- model selection
- random fields
- consistency based diagnosis
- dynamical systems
- special case
- em algorithm
- parameter estimation algorithm
- discrete event
- model based diagnosis
- expectation maximization
- state estimation
- estimation problems
- linear time invariant
- model fitting
- qualitative models
- estimation accuracy
- particle filter