DocumentCode
1306292
Title
A self-paced fuzzy tracking controller for two-dimensional motion control
Author
Huang, Liang-Jong ; Tomizuka, Masayoshi
Author_Institution
Dept. of Mech. Eng., California Univ., Berkeley, CA, USA
Volume
20
Issue
5
fYear
1990
Firstpage
1115
Lastpage
1124
Abstract
A heuristic controller is presented that takes the form of a set of fuzzy linguistic rules. Simulations show that the fuzzy logic controller (FLC) yields better results than the conventional PD controller. A self-paced fuzzy tracking controller (SPFTC) designed for two-dimensional path tracking is also presented. The SPFTC adjusts the tracking speed in accordance with contour conditions such as curvature; the fuzzy-rule-based adjustment of the tracking speed improves performance in terms of tracking precision and travel time. Advantages of the FLC and SPFTC are demonstrated by a simulation study
Keywords
fuzzy logic; fuzzy set theory; position control; self-adjusting systems; fuzzy linguistic rules; fuzzy logic controller; fuzzy-rule-based adjustment; heuristic controller; self-paced fuzzy tracking controller; tracking precision; travel time; two-dimensional motion control; two-dimensional path tracking; Control theory; Fuzzy control; Fuzzy logic; Fuzzy set theory; Fuzzy sets; Iron; Motion control; PD control; Strain control; Tracking;
fLanguage
English
Journal_Title
Systems, Man and Cybernetics, IEEE Transactions on
Publisher
ieee
ISSN
0018-9472
Type
jour
DOI
10.1109/21.59974
Filename
59974
Link To Document