DocumentCode
1864562
Title
Experimental verification of Best Linear Approximation of a wiener system for binary excitations
Author
Wong, Hin Kwan ; Schouk, Johan ; Godfrey, Keith
Author_Institution
Sch. of Eng., Univ. of Warwick, Coventry, UK
fYear
2012
fDate
3-5 Sept. 2012
Firstpage
941
Lastpage
946
Abstract
The Best Linear Approximation (BLA) is a linearisation of the transfer characteristics of a nonlinear system in a least squares sense. The BLA is known to depend on the statistical properties of the input signal used to identify it. The theory for Gaussian input sequences has been known for several years, but the corresponding theory for binary input sequences has only recently been developed. In this paper, experiments on a physical electronic Wiener system, aimed at verification of predictions made for the differences between BLA´s estimated using Gaussian sequences and those estimated using binary sequences, are described. The results were found to be a good match with the theory but difficulties encountered during the experiment highlight a need for further work in extending the discrete-time theory to the continuous-time domain.
Keywords
approximation theory; binary sequences; nonlinear systems; stochastic processes; transient response; Gaussian input sequences; Wiener system; best linear approximation; binary excitations; binary input sequences; continuous-time domain; discrete-time theory; nonlinear system; Bandwidth; Cutoff frequency; Frequency measurement; Linearity; Mathematical model; Parametric statistics; Signal generators;
fLanguage
English
Publisher
ieee
Conference_Titel
Control (CONTROL), 2012 UKACC International Conference on
Conference_Location
Cardiff
Print_ISBN
978-1-4673-1559-3
Electronic_ISBN
978-1-4673-1558-6
Type
conf
DOI
10.1109/CONTROL.2012.6334758
Filename
6334758
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