Title :
Using 2D systems theory to design output signal based iterative learning control laws with experimental verification
Author :
Hladowski, Lukasz ; Cai, Zhonglun ; Galkowski, Krzysztof ; Rogers, Eric ; Freeman, Chris T. ; Lewin, Paul L.
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 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 resulting design computations are in terms of Linear Matrix Inequalities (LMIs) and they are also experimentally validated on a gantry robot. The control laws only use plant output information and hence the use of a state observer is avoided.
Keywords :
adaptive control; control system synthesis; industrial robots; iterative methods; learning systems; linear matrix inequalities; linear systems; materials handling equipment; stability; 2D linear system stability; 2D system theory; convergence; gantry robot; iterative learning control law; linear matrix inequality; linear plant; output signal design; repetitive process stability; Chemical processes; Control systems; Convergence; Linear matrix inequalities; Linear systems; Manipulators; Robot control; Signal design; Stability; Symmetric matrices;
Conference_Titel :
Decision and Control, 2008. CDC 2008. 47th IEEE Conference on
Conference_Location :
Cancun
Print_ISBN :
978-1-4244-3123-6
Electronic_ISBN :
0191-2216
DOI :
10.1109/CDC.2008.4739072