DocumentCode :
417075
Title :
Identification of bilinear systems by wavelet connection coefficients
Author :
Furuya, T. ; Tayaoka, A. ; Soeda, M.
Author_Institution :
Kitakyushu Coll. of Technol., Japan
Volume :
2
fYear :
2003
fDate :
4-6 Aug. 2003
Firstpage :
2158
Abstract :
Identification of bilinear systems is necessary since there exist many nonlinear dynamics, which have products of state variables multiplied by input signals. A method is proposed with some numerical examples for estimation of parameters in bilinear systems. It is shown that wavelet connection coefficients, used in accurate numerical simulation, can extract enough information concerning derivatives and their products by integration of wavelet transformed signals. It is demonstrated that connection coefficients are suitable for identification of bilinear systems represented by differential equations.
Keywords :
bilinear systems; differential equations; numerical analysis; parameter estimation; wavelet transforms; bilinear system identification; differential equations; nonlinear dynamics; numerical simulation; parameter estimation; wavelet connection coefficients; wavelet transformed signals;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
SICE 2003 Annual Conference
Conference_Location :
Fukui, Japan
Print_ISBN :
0-7803-8352-4
Type :
conf
Filename :
1324318
Link To Document :
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