Title :
Cascaded Iterative Learning Control for a Class of Uncertain Time-Varying Nonlinear Systems
Author :
Tayebi, A. ; Polushin, I.G. ; Chien, C-J
Author_Institution :
Dept. of Electr. Eng., Lakehead Univ., Thunder Bay, Ont.
Abstract :
We propose a simple recursive iterative learning control (ILC) scheme for a class of uncertain time-varying nonlinear systems. The proposed constructive backstepping-like procedure provides, in a systematic way, a control Lyapunov-like function leading to a simple recursive ILC scheme guaranteeing the existence of a finite time-interval on which a perfect tracking can be achieved when the number of iteration goes to infinity. Simulation results are also provided to show the effectiveness of the proposed ILC scheme
Keywords :
Lyapunov methods; cascade control; iterative methods; learning systems; nonlinear control systems; time-varying systems; uncertain systems; Lyapunov-like function; backstepping-like procedure; finite time-interval; iterative learning control; uncertain time-varying nonlinear system; Backstepping; Control systems; Design methodology; H infinity control; Nonlinear control systems; Nonlinear dynamical systems; Nonlinear systems; Robots; Time varying systems; USA Councils;
Conference_Titel :
Decision and Control, 2006 45th IEEE Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
1-4244-0171-2
DOI :
10.1109/CDC.2006.377563