DocumentCode
3482922
Title
Experimentally validated repetitive-predictive control of a robot arm with constraints
Author
Liuping Wang ; Freeman, C.T. ; Shan Chai ; Rogers, Eric
Author_Institution
Sch. of Electr. & Comput. Eng., RMIT Univ., Melbourne, VIC, Australia
fYear
2012
fDate
27-29 June 2012
Firstpage
5495
Lastpage
5500
Abstract
A multivariable predictive-repetitive controller has recently been reported that uses a frequency response decomposition technique to detect the dominant frequency components in the reference signal for each output and embeds these in the controller. This paper addresses issues concerning the implementation of operational constraints on control signal amplitudes, their increments and on the plant outputs. The major contribution is an on-line solution developed using quadratic programming via identification of active constraints. Supporting experimental results from application to a 2D robotic system are also given.
Keywords
frequency response; manipulators; multivariable control systems; predictive control; quadratic programming; 2D robotic system; active constraints identification; control signal amplitudes; dominant frequency components; frequency response decomposition technique; multivariable predictive-repetitive controller; operational constraints; quadratic programming; robot arm; Control systems; Polynomials; Predictive control; Quadratic programming; Real-time systems; Robots; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference (ACC), 2012
Conference_Location
Montreal, QC
ISSN
0743-1619
Print_ISBN
978-1-4577-1095-7
Electronic_ISBN
0743-1619
Type
conf
DOI
10.1109/ACC.2012.6315439
Filename
6315439
Link To Document