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 :
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