DocumentCode :
2402883
Title :
Explicit parameter identification for a class of nonlinear input/output differential operator models
Author :
Pearson, A.E.
Author_Institution :
Div. of Eng., Brown Univ., Providence, RI, USA
fYear :
1992
fDate :
1992
Firstpage :
3656
Abstract :
The system parameter identification problem for a class of nonlinear input-output differential operator models is formulated in terms of an explicitly defined least squares cost function. Central to the formulation is a discrete-frequency format brought about by the introduction of a set of explicitly defined Fourier-based modulating functions within the framework of the classical Shinbrot method of moment functionals. The underlying calculations needed to set up the least squares problem differ according to whether the differential operator model is of the exact or inexact category. Examples are presented of each such category
Keywords :
least squares approximations; nonlinear systems; parameter estimation; Fourier-based modulating functions; classical Shinbrot method; discrete-frequency format; explicit parameter identification; least squares cost function; least squares problem; moment functionals; nonlinear input/output differential operator models; Cost function; Differential equations; Filtering; Filters; Least squares approximation; Least squares methods; Moment methods; Nonlinear equations; Parameter estimation; Stochastic processes;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Decision and Control, 1992., Proceedings of the 31st IEEE Conference on
Conference_Location :
Tucson, AZ
Print_ISBN :
0-7803-0872-7
Type :
conf
DOI :
10.1109/CDC.1992.370969
Filename :
370969
Link To Document :
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