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
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;
Journal_Title :
Systems, Man and Cybernetics, IEEE Transactions on