DocumentCode
747961
Title
Deadzone compensation of an XY-positioning table using fuzzy logic
Author
Jang, Jun Oh
Author_Institution
Dept. of Comput. Control Eng., Uiduk Univ., Kyongju, South Korea
Volume
52
Issue
6
fYear
2005
Firstpage
1696
Lastpage
1701
Abstract
A deadzone compensator is designed for an XY-positioning table using fuzzy logic. The classification property of fuzzy-logic systems makes them a natural candidate for the rejection of errors induced by the deadzone, which has regions in which it behaves differently. A tuning algorithm is given for the fuzzy-logic parameters, so that the deadzone-compensation scheme becomes adaptive, guaranteeing small tracking errors and bounded-parameter estimates. Formal nonlinear-stability proofs are given to show that the tracking error is small. The fuzzy-logic deadzone compensator is implemented on an XY-positioning table to show its efficacy.
Keywords
compensation; control system synthesis; errors; fuzzy control; nonlinear systems; parameter estimation; position control; stability; tuning; XY-positioning table; actuator nonlinearity; bounded-parameter estimates; deadzone compensator; formal nonlinear-stability proofs; fuzzy logic; tracking error; tracking errors; tuning algorithm; Actuators; Control nonlinearities; Control systems; Cranes; Displacement control; Friction; Fuzzy logic; Manipulators; Nonlinear control systems; Robots; Actuator nonlinearity; deadzone compensation; fuzzy logic;
fLanguage
English
Journal_Title
Industrial Electronics, IEEE Transactions on
Publisher
ieee
ISSN
0278-0046
Type
jour
DOI
10.1109/TIE.2005.858702
Filename
1546386
Link To Document