DocumentCode
311328
Title
Third order Volterra system identification
Author
Koukoulas, Panos ; Kalouptsidis, Nicholas
Author_Institution
Dept. of Inf., Athens Univ., Greece
Volume
3
fYear
1997
fDate
21-24 Apr 1997
Firstpage
2405
Abstract
This paper is concerned with third order Volterra system identification. It is shown that crosscumulant information can be converted into a Fredholm integral equation. Closed form expressions for the Volterra kernels are derived using the determinant theory. Finally, special emphasis is focused on i.i.d. inputs
Keywords
Fredholm integral equations; Volterra equations; determinants; higher order statistics; identification; nonlinear systems; signal processing; Fredholm integral equation; Volterra kernels; closed form expressions; crosscumulant information; determinant theory; i.i.d. inputs; independent identically distributed input; third order Volterra system identification; Frequency domain analysis; Gaussian processes; Human resource management; Informatics; Integral equations; Iterative methods; Kernel; Least squares methods; Stochastic processes; System identification;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 1997. ICASSP-97., 1997 IEEE International Conference on
Conference_Location
Munich
ISSN
1520-6149
Print_ISBN
0-8186-7919-0
Type
conf
DOI
10.1109/ICASSP.1997.599540
Filename
599540
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