System Identification

On-line identification of continuous- and discrete-time systems. Linear parameterizations. Continuous gradient and least squares algorithms. Stability, persistent excitation and parameter convergence. Robust algorithms for imperfect models. Averaging. Discrete-time equation-error identifiers. Output-error methods.

Units: 

4

Prerequisites: 

Nonlinear Control Systems

Course Number: 

ECE247