Title :
Application and Design of a Robust Iterative Learning Controller for Uncertain Time-delay Systems
Author_Institution :
Dept. of Control Technol. & Eng., Hubei Normal Univ., Huangshi
Abstract :
A novel method-robust iterative learning control (RILC) is proposed for time-varying systems with uncertain time-delay in this paper. The robust iterative learning controller is obtained by resolving Riccati equation. In addition, the sufficient and necessary conditions of convergence are derived by Lyapunov theory. The proposed controller has lower order and can be more easily realized than robust controller. The scheme proposed guarantees that the tracking error converges to a pre-specified error bound after finite iterations. Cite a two-link planar robot as an example. The simulation result shows the effectiveness and feasibility of the proposed method
Keywords :
Lyapunov methods; Riccati equations; adaptive control; control system synthesis; convergence; delays; iterative methods; learning systems; robust control; time-varying systems; uncertain systems; Lyapunov theory; Riccati equation; convergence; robust iterative learning controller; time-varying systems; tracking error; two-link planar robot; uncertain time-delay systems; Control systems; Convergence; Intelligent control; Iterative algorithms; Iterative methods; Riccati equations; Robust control; Symmetric matrices; Time varying systems; Uncertainty; Iterative learning control; Riccati equation; Rrobust control; Uncertain time-delay systems;
Conference_Titel :
Information Acquisition, 2006 IEEE International Conference on
Conference_Location :
Weihai
Print_ISBN :
1-4244-0528-9
Electronic_ISBN :
1-4244-0529-7
DOI :
10.1109/ICIA.2006.305975