DocumentCode
3160208
Title
Identification of Wiener-type nonlinear systems by using M-sequence correlation method
Author
Harada, Hiroshi ; Toyozawa, Yukio ; Kashiwagi, Hiroshi ; Yamaguchi, Teruo
Author_Institution
Grad. Sch. of Sci. & Technol., Kumamoto Univ., Kumamoto
fYear
2008
fDate
20-22 Aug. 2008
Firstpage
2666
Lastpage
2669
Abstract
Many classes of nonlinear systems can be represented by Volterra kernels. The authors have recently developed a method for identification of Volterra kernels of nonlinear systems by using M-sequence and correlation technique. In this paper, the authors propose a new method for identification of nonlinear mechanical systems by use of Volterra kernels. The nonlinear mechanical systems are approximated to a nonlinear vibrating system which consists of a mass, a dumper, a linear spring and nonlinear and springs. Then, the parameters, which represent the nonlinear springs are calculated by use of the Volterra kernels. From the results of computer simulation and experiment, the parameters that represent the nonlinear characteristics of the nonlinear mechanical systems can be identified by the proposed method.
Keywords
Volterra equations; correlation methods; identification; nonlinear systems; stochastic processes; M-sequence correlation method; Volterra kernels; Wiener-type nonlinear systems; dumper; identification; nonlinear mechanical systems; nonlinear springs; nonlinear vibrating system; Computer simulation; Correlation; Kernel; Linear systems; Mathematical model; Mechanical systems; Nonlinear systems; Parameter estimation; Springs; System identification; Cross-correlation function; M-sequence; Nonlinear mechanical system; System identification; Volterra kernel;
fLanguage
English
Publisher
ieee
Conference_Titel
SICE Annual Conference, 2008
Conference_Location
Tokyo
Print_ISBN
978-4-907764-30-2
Electronic_ISBN
978-4-907764-29-6
Type
conf
DOI
10.1109/SICE.2008.4655117
Filename
4655117
Link To Document