Title :
Design of a fuzzy logic controller for a 2-DOF robot manipulator
Author :
Ayas, Mustafa Sinasi ; Danayiyen, Yahya ; Altas, Ismail Hakki
Author_Institution :
Electr. & Electron. Eng. Dept., Karadeniz Tech. Univ., Trabzon, Turkey
Abstract :
In this study, a 2-DOF robot manipulator is designed and controlled by modified fuzzy logic controller. In order to have a good position tracking a fuzzy logic controller, which is convenient for nonlinear complex systems, is developed by modifying the ones from previous works. The performance of the developed FLC is compared with the classical PID controller of which the parameters are tuned by means of Integral Squared Error (ISE) performance measure. The optimum results for both developed FLC and classical PID controller are given in the result section.
Keywords :
control system synthesis; fuzzy control; large-scale systems; manipulators; nonlinear control systems; performance index; position control; three-term control; 2DOF robot manipulator; ISE performance measure; classical PID controller; fuzzy logic controller design; integral squared error performance measure; modified fuzzy logic controller; nonlinear complex systems; position tracking; Fuzzy logic; MATLAB; Manipulator dynamics; Mathematical model; controller; fuzzy logic; performance index; robot manipulator;
Conference_Titel :
Electronics, Computer and Computation (ICECCO), 2013 International Conference on
Conference_Location :
Ankara
DOI :
10.1109/ICECCO.2013.6718279