Estimation of parameters and delay in driver models using L1-regularization.
SeyedMehrdad HosseiniHakan KörogluJonas SjöbergPublished in: ECC (2016)
Keyphrases
- parameter estimation
- parametric models
- update equations
- probabilistic model
- complex systems
- estimation problems
- parameter selection
- statistical models
- autoregressive
- bayesian framework
- physical models
- maximum likelihood estimation
- parameter values
- real time
- sensitivity analysis
- model selection
- nonlinear models
- estimation process
- expectation maximization
- prior knowledge
- learning algorithm