Title :
Simulation and neural network modeling of ultrasonic motor and its speed characteristics
Author :
Zhang, Weijuan ; You, Xiangyang ; Yanghai
Author_Institution :
Dept. of Comput. & Inf. Eng., Luoyang Inst. of Sci. Technol., Luoyang, China
Abstract :
In this paper, a MATLAB/Simulink model of ultrasonic motor is founded, and calculates some samples about the rotational speed corresponding to the amplitude and frequency using this model. Finally, a BP neural network is set up based on these samples. It would provide a good foundation for the simulation and the research of the ultrasonic motor..
Keywords :
backpropagation; mathematics computing; neural nets; ultrasonic motors; velocity; BP neural network; Matlab model; Simulink model; neural network modeling; rotational speed; speed characteristics; ultrasonic motor; MATLAB; Modeling; Neural network; Simulation; Ultrasonic;
Conference_Titel :
Environmental Science and Information Application Technology (ESIAT), 2010 International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-7387-8
DOI :
10.1109/ESIAT.2010.5568463
