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
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;
Conference_Titel :
Intelligent Control (ISIC), 2010 IEEE International Symposium on
Conference_Location :
Yokohama
Print_ISBN :
978-1-4244-5360-3
Electronic_ISBN :
2158-9860
DOI :
10.1109/ISIC.2010.5612929