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
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;
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
DOI :
10.1109/CONTROL.2012.6334758