DocumentCode
416716
Title
On an optimal input design for the identification of continuous-time transfer functions
Author
Hara, Takuya ; Iwase, Masami ; Hatakeyama, Shoshiro
Author_Institution
Dept. of Comput. & Syst. Eng., Tokyo Denki Univ., Saitama, Japan
Volume
3
fYear
2003
fDate
4-6 Aug. 2003
Firstpage
2576
Abstract
In this paper, we present an optimal input design method for the identification of single input single output continuous-time transfer functions. As a criterion of the optimality, the singular values of a data matrix representing the input-output relation of the considered system are used. An input maximizing the second smallest singular value is regarded as optimal because the distance between the signal space and the noise space is maximized. It is shown that if the input is approximated by the finite Fourier series expansion this optimal input design problem can be rewritten as the problem for discrete-time systems proposed by Antoulas et al. Through numerical examples, the effectiveness is shown and verified.
Keywords
Fourier series; continuous time systems; discrete time systems; identification; optimisation; transfer functions; continuous time transfer functions identification; data matrix singular values; discrete-time systems; finite Fourier series; noise space; optimal input design; signal space;
fLanguage
English
Publisher
ieee
Conference_Titel
SICE 2003 Annual Conference
Conference_Location
Fukui, Japan
Print_ISBN
0-7803-8352-4
Type
conf
Filename
1323653
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