Title :
Repetitive process based iterative learning control designed by LMIs and experimentally verified on a gantry robot
Author :
Hladowski, Lukasz ; Cai, Zhonglun ; Galkowski, Krzysztof ; Rogers, Eric ; Freeman, Chris T. ; Lewin, Paul L. ; Paszke, Wojciech
Author_Institution :
Inst. of Control & Comput. Eng., Univ. of Zielona, Gora, Poland
Abstract :
In this paper we use a 2D systems setting to develop new results on iterative learning control for linear single-input single-output (SISO) plants, where it is well known in the subject area that a trade-off exists between speed of convergence and the response along the trials. Here we give new results by designing the control scheme using a strong form of stability for repetitive processes/2D linear systems known as stability along the pass (or trial). The design computations are in terms of Linear Matrix Inequalities (LMIs) and results from experimental verification on a gantry robot are also given.
Keywords :
iterative methods; learning systems; linear matrix inequalities; linear systems; robots; stability; 2D linear systems; LMI; gantry robot; iterative learning control; linear matrix inequalities; repetitive process; single-input single-output plants; stability; Chemical processes; Control systems; Control theory; Convergence; Linear matrix inequalities; Linear systems; Manipulators; Robots; Stability; Symmetric matrices;
Conference_Titel :
American Control Conference, 2009. ACC '09.
Conference_Location :
St. Louis, MO
Print_ISBN :
978-1-4244-4523-3
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2009.5159995