DocumentCode
554966
Title
2D systems based iterative learning control revisited
Author
Hladowski, Lukasz ; Galkowski, Krzysztof ; Rogers, Eric ; Kummert, Anton
Author_Institution
Inst. of Control & Comput. Eng., Univ. of Zielona Gora, Podgorna, Poland
fYear
2011
fDate
11-13 Aug. 2011
Firstpage
175
Lastpage
180
Abstract
Iterative learning control can be applied to systems that repeat the same task over a finite duration with resetting to the starting point once each one is complete. The idea of iterative learning control is to make use of information from previous executions of the task in order to update the control signal applied during the current execution and thereby sequentially improve performance. This form of control can be treated as a class of 2D systems. In this paper, a critical overview of progress on this application area for 2D systems theory is given, including results from experimental verification on a gantry robot, and discussion of some open research questions.
Keywords
adaptive control; industrial robots; iterative methods; learning systems; materials handling equipment; mobile robots; 2D systems theory; gantry robot; iterative learning control; Asymptotic stability; Convergence; Process control; Robots;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Mechatronic Systems (ICAMechS), 2011 International Conference on
Conference_Location
Zhengzhou
Print_ISBN
978-1-4577-1698-0
Type
conf
Filename
6025010
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