Online state and multidimensional parameter estimation for a macroscopic model of a traffic junction.
Luana Chetcuti ZammitSimon G. FabriKenneth ScerriPublished in: ITSC (2017)
Keyphrases
- parameter estimation
- maximum likelihood
- em algorithm
- statistical models
- parameter estimation algorithm
- model fitting
- markov random field
- model selection
- probabilistic model
- random fields
- posterior distribution
- approximate inference
- least squares
- parameter values
- expectation maximization
- maximum likelihood estimation
- generative model
- gibbs sampling