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
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;
Conference_Titel :
American Control Conference (ACC), 2012
Conference_Location :
Montreal, QC
Print_ISBN :
978-1-4577-1095-7
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2012.6315439