Title :
Identification of bilinear systems by wavelet connection coefficients
Author :
Furuya, T. ; Tayaoka, A. ; Soeda, M.
Author_Institution :
Kitakyushu Coll. of Technol., Japan
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;
Conference_Titel :
SICE 2003 Annual Conference
Conference_Location :
Fukui, Japan
Print_ISBN :
0-7803-8352-4