Global convergence of the EM algorithm for ARX models with uncertain communication channels.
Jing ChenBiao HuangQuanmin ZhuYanjun LiuLun LiPublished in: Syst. Control. Lett. (2020)
Keyphrases
- em algorithm
- parameter estimation
- communication channels
- expectation maximization
- global convergence
- maximum likelihood
- mixture model
- hidden variables
- probabilistic model
- incomplete data
- generative model
- gaussian mixture model
- expectation maximisation
- maximum likelihood estimation
- finite mixture model
- maximum a posteriori
- log likelihood
- convergence rate
- convergence speed
- gaussian mixture
- evolutionary algorithm
- density estimation
- model selection
- neural network
- global optimum
- bayesian framework
- convergence analysis
- probability distribution
- penalized likelihood