Title :
Design of a linear time-varying cross-coupled Iterative Learning Controller
Author :
Barton, Kira L. ; Bristow, Douglas A. ; Alleyne, Andrew G.
Author_Institution :
Dept. of Mech. Sci. & Eng., Univ. of Illinois, Urbana, IL
Abstract :
In many manufacturing applications contour tracking is more important than individual axis tracking. Many control techniques, including iterative learning control (ILC), target individual axis error. Because individual axis error only indirectly relates to contour error, these approaches may not be very effective for contouring applications. Cross-coupled ILC (CCILC) is a variation on traditional ILC that targets the contour tracking directly. In contour trajectories with rapid changes, high frequency control is necessary in order to meet tracking requirements. This paper presents an improved CCILC that uses a linear time-varying (LTV) filter to provide high frequency control for short durations. The improved CCILC is designed for raster-scan tracking on a Cartesian robotic test platform. Analysis and experimental results are presented.
Keywords :
adaptive control; control engineering computing; control system synthesis; iterative methods; learning systems; linear systems; motion control; robots; time-varying systems; Cartesian robotic test platform; contour tracking; linear time-varying cross-coupled iterative learning controller; linear time-varying filter; raster-scan tracking; Control systems; Convergence; Error correction; Filters; Frequency control; Motion control; Robustness; Target tracking; Trajectory; USA Councils;
Conference_Titel :
American Control Conference, 2008
Conference_Location :
Seattle, WA
Print_ISBN :
978-1-4244-2078-0
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2008.4587104