DocumentCode :
420585
Title :
Continuous-time model identification based on integral equation and its application in magnetostrictive actuator
Author :
Song, Zhaoqing ; Zhao, Guorong
Author_Institution :
Dept. of Autom. Control, Naval Aeronaut. Eng. Acad., Shandong, China
Volume :
1
fYear :
2004
fDate :
15-19 June 2004
Firstpage :
325
Abstract :
A continuous-time model identification method based on integral equation is proposed for the model identification of linear single-input and single-output continuous-time systems from sampled data with high-frequency noise. The differential equation of linear single-input and single-output continuous-time system can be transformed into integral equation. By introducing an integral operation on the sampled data, the effect of the noise can be eliminated. A continuous-time model is estimated directly by using the conventional LS method. Numerical simulation demonstrates the effectiveness and the feasibility of the presented method. The method is successfully applied to the parameters´ identification of the continuous-time model of the magnetostrictive actuator.
Keywords :
actuators; continuous time systems; differential equations; integral equations; least mean squares methods; linear systems; magnetostrictive devices; parameter estimation; continuous time model identification method; continuous time systems; differential equation; integral equation; least square method; linear single input single output system; magnetostrictive actuator; noise elimination; numerical simulation; parameter identification; sampled data systems; Aerospace engineering; Colored noise; Differential equations; Frequency; Hydraulic actuators; Integral equations; Least squares approximation; Least squares methods; Magnetostriction; Numerical simulation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Control and Automation, 2004. WCICA 2004. Fifth World Congress on
Print_ISBN :
0-7803-8273-0
Type :
conf
DOI :
10.1109/WCICA.2004.1340585
Filename :
1340585
Link To Document :
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