Kalman Estimation Based One-Step Look Ahead Control of Data-driven Model with Random Parameters.
Jie WangGeorge T.-C. ChiuPublished in: ACC (2022)
Keyphrases
- data driven
- parameter estimation
- parameter values
- computational model
- estimation process
- formal model
- experimental data
- parameter space
- statistical model
- initial guess
- monte carlo simulation
- kalman filter
- least squares
- prior knowledge
- mathematical model
- em algorithm
- management system
- state space
- linear model
- closed form solutions
- bayesian networks