DocumentCode
2690754
Title
Design of excitation signals for nonparametric measurements on MIMO-systems in the presence of nonlinear distortions
Author
Schoukens, J. ; Pintelon, R. ; Vandersteen, G. ; Rolain, Y.
Author_Institution
Dept. ELEC, Vrije Univ. Brussel, Brussels, Belgium
fYear
2010
fDate
3-6 May 2010
Firstpage
1
Lastpage
5
Abstract
In this paper we make nonparametric measurements on a system with two inputs and two outputs, in the presence of nonlinear distortions. Starting from a series of experiments, the frequency response function, the covariance matrix of the output noise, and the covariance matrix of the output nonlinear distortions are estimated as a function of the frequency. It will be shown that, using well designed periodic excitations signals, it is possible to obtain these results with little user interaction, making the method accessible for non-experienced users.
Keywords
MIMO systems; covariance matrices; frequency measurement; frequency response; nonlinear distortion; nonlinear functions; MIMO system; covariance matrix; frequency function; frequency response function; nonlinear distortion; nonparametric measurement; periodic excitation signal design; user interaction; Covariance matrix; Distortion measurement; Frequency estimation; Least squares approximation; Linear approximation; Noise measurement; Nonlinear distortion; Nonlinear dynamical systems; Nonlinear systems; Signal design; frequency response function; multiple-input-multiple output; non-linear distortion;
fLanguage
English
Publisher
ieee
Conference_Titel
Instrumentation and Measurement Technology Conference (I2MTC), 2010 IEEE
Conference_Location
Austin, TX
ISSN
1091-5281
Print_ISBN
978-1-4244-2832-8
Electronic_ISBN
1091-5281
Type
conf
DOI
10.1109/IMTC.2010.5488297
Filename
5488297
Link To Document