Multiple model approach to linear parameter varying time-delay system identification with EM algorithm.
Xianqiang YangHuijun GaoPublished in: J. Frankl. Inst. (2014)
Keyphrases
- em algorithm
- parameter estimation
- maximum likelihood
- maximum likelihood estimation
- mixture model
- expectation maximization
- likelihood function
- gaussian mixture
- gibbs sampling
- gaussian mixture model
- linear model
- maximum likelihood estimates
- mixture modeling
- closed form
- log likelihood
- parameter learning
- objective function
- log likelihood function
- hidden markov models
- prior knowledge
- finite mixture models
- finite mixture model
- density estimation
- expectation maximisation
- incomplete data
- bayesian framework
- maximum a posteriori
- multi modal
- probability distribution
- k means