DocumentCode
1862243
Title
Experimental verification of constrained iterative learning control using successive projection
Author
Chu, Bing ; Cai, Zhonglun ; Owens, David H. ; Rogers, Eric ; Freeman, C.T. ; Lewin, P.L.
Author_Institution
Electron. & Comput. Sci., Univ. of Southampton, Southampton, UK
fYear
2012
fDate
3-5 Sept. 2012
Firstpage
351
Lastpage
356
Abstract
In many practical applications, constraints are often present on, for example, the magnitudes of the control inputs. Recently, based on a novel successive projection framework, two constrained iterative learning control (ILC) algorithms were developed with different convergence properties and computational requirements. This paper investigates the effectiveness of these two methods experimentally on a gantry robot facility, which has been extensively used to test a wide range of linear model based ILC algorithms. The results obtained demonstrate the effectiveness of the algorithms in solving one form of the general constrained ILC problem.
Keywords
adaptive control; convergence of numerical methods; industrial robots; iterative methods; learning systems; linear systems; ILC algorithms; constrained iterative learning control; convergence properties; gantry robot facility; linear model; successive projection framework; Algorithm design and analysis; Convergence; Optimization; Prediction algorithms; Robots; Trajectory;
fLanguage
English
Publisher
ieee
Conference_Titel
Control (CONTROL), 2012 UKACC International Conference on
Conference_Location
Cardiff
Print_ISBN
978-1-4673-1559-3
Electronic_ISBN
978-1-4673-1558-6
Type
conf
DOI
10.1109/CONTROL.2012.6334655
Filename
6334655
Link To Document