DocumentCode :
681639
Title :
On the interval type-2 fuzzy logic control of ball and plate system
Author :
Farooq, Umar ; Gu, Jhen-Fong ; Jun Luo
Author_Institution :
Dept. of Electr. & Comput. Eng., Dalhousie Univ. Halifax, Halifax, NS, Canada
fYear :
2013
fDate :
12-14 Dec. 2013
Firstpage :
2250
Lastpage :
2256
Abstract :
A simple interval type-2 fuzzy gain scheduling controller is designed for the stabilization and reference tracking of ball and plate system. The controller employs plate angles as the premise variables for gain scheduling and its stability is guaranteed through a set of linear matrix inequalities. MATLAB simulations are performed to validate the proposed controller where it is also compared with pole placement and type-1 fuzzy logic controllers. It is shown that the proposed controller has better response and disturbance rejection capability and is robust to measurement noise and errors.
Keywords :
control system synthesis; fuzzy control; linear matrix inequalities; nonlinear control systems; stability; MATLAB simulations; ball-and-plate system; controller design; disturbance rejection capability; interval type-2 fuzzy logic control; linear matrix inequalities; plate angles; pole placement; premise variables; reference tracking; simple interval type-2 fuzzy gain scheduling controller; stability guarantee; stabilization; type-1 fuzzy logic controllers; Fuzzy logic; Fuzzy sets; MATLAB; Noise; Stability analysis; Trajectory;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Robotics and Biomimetics (ROBIO), 2013 IEEE International Conference on
Conference_Location :
Shenzhen
Type :
conf
DOI :
10.1109/ROBIO.2013.6739804
Filename :
6739804
Link To Document :
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