ENEL 631 - Sys Ident & Parameter Estimation - Winter 2010

System Identification and Parameter Estimation Parametric models of linear time-invariant systems. System and noise models. Estimation of model parameters. Structure and order selection. Model validation. Convergence and sensitivity analysis. Experiment design. MIMO systems. Subspace methods. Introduction to nonlinear and/or time-varying systems.
This course may not be repeated for credit.