Output Information Based Iterative Learning Control Law Design With Experimental Verification

Author:

Hladowski Lukasz,Galkowski Krzysztof1,Cai Zhonglun,Rogers Eric,Freeman Chris T.2,Lewin Paul L.2

Affiliation:

1. Institute of Control and Computation Engineering, University of Zielona Gora, Podgorna 50, 65-246 Zielona Gora, Poland

2. School of Electronics and Computer Science, University of Southampton, Southampton SO17 1BJ, United Kingdom

Abstract

This paper considers iterative learning control law design using the theory of linear repetitive processes. This setting enables trial-to-trial error convergence and along-the-trial performance to be considered simultaneously in the design. It is also shown that this design extends naturally to include robustness to unmodeled plant dynamics. The results from experimental application of these laws to a gantry robot performing a pick and place operation are given, together with a discussion of the positioning of this approach relative to alternatives and possible further research.

Publisher

ASME International

Subject

Computer Science Applications,Mechanical Engineering,Instrumentation,Information Systems,Control and Systems Engineering

Reference23 articles.

1. Bettering Operations of Robots by Learning;Arimoto;J. Rob. Syst.

2. A Survey of Iterative Learning Control;Bristow;IEEE Control Syst. Mag.

3. Iterative Learning Control: Brief Survey and Categorization;Ahn;IEEE Trans. Syst., Man, Cybern., Part C

4. A Discrete State Space Model for Linear Image Processing;Roesser;IEEE Trans. Autom. Control

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