DocumentCode
2718383
Title
Experimental studies of balancing control for a disc-typed mobile robot using a neural controller: GYROBO
Author
Kim, Phil Kyo ; Park, June Hyung ; Jung, Seul
Author_Institution
Dept. of Mechatron. Eng., Chungnam Nat. Univ., Daejeon, South Korea
fYear
2010
fDate
8-10 Sept. 2010
Firstpage
1499
Lastpage
1503
Abstract
In this paper, a disc typed one wheeled mobile robot is designed, implemented and controlled. The disk type robot called GYROBO has three actuators to move forward and backward and to balance itself. Gyro effects generated by two actuators are used to help the GYROBO to maintain balancing. Design of balancing mechanism is raised an important issue since there is a limited space. Thus, we have a successful design after several modifications of design. Since the performance of a simple PD control algorithm is poor, neural network as a nonlinear controller is added to form the reference compensation technique as a neural network control. Experimental studies of a self balancing task are presented to show the better performance by the neural network.
Keywords
PD control; actuators; mobile robots; neurocontrollers; nonlinear control systems; position control; self-adjusting systems; GYROBO; Gyro effects; PD control algorithm; actuators; balancing control; disc-typed mobile robot; neural controller; neural network; nonlinear controller; Artificial neural networks; Flywheels; Mathematical model; Mobile robots; PD control; Wheels; GYROBO; disc type robot; gyro effect; neural control;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control (ISIC), 2010 IEEE International Symposium on
Conference_Location
Yokohama
ISSN
2158-9860
Print_ISBN
978-1-4244-5360-3
Electronic_ISBN
2158-9860
Type
conf
DOI
10.1109/ISIC.2010.5612929
Filename
5612929
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