Title :
Control system design for two-wheel self-balanced robot based on Fuzzy-PD control
Author :
Song Xin ; Min Gong ; Yang Sun ; Zhongqiu Zhang
Author_Institution :
Coll. of Electr. Eng., Southwest Univ. for Nat., Chengdu, China
Abstract :
For nonlinear and natural unstable two-wheel self-balanced robot, a compound control algorithm based on Fuzzy-PD is proposed. Firstly, the mathematical model is established based on Newton-Euler\´s theory from the structure of two-wheel self-balanced robot. Secondly, the Fuzzy-PD controller is designed to solve the problem that traditional controllers cannot reach the expected result rapidly and steady in a large range of angle, and decrease the operation time caused by "rule explosion" when using multi-dimension fuzzy controllers in a physical system. Finally, simulation study and physical test are performed to verify the effectiveness of the Fuzzy-PD controller.
Keywords :
PD control; fuzzy control; mobile robots; nonlinear control systems; Newton-Euler theory; compound control algorithm; fuzzy-PD control; multi-dimension fuzzy controllers; two-wheel self-balanced robot; Niobium; PD control; Robots; State feedback; Torque; Wheels;
Conference_Titel :
Intelligent Control and Information Processing (ICICIP), 2014 Fifth International Conference on
Conference_Location :
Dalian
Print_ISBN :
978-1-4799-3649-6
DOI :
10.1109/ICICIP.2014.7010333