DocumentCode
2625990
Title
Fourier analysis and the Takenaka-Malmquist basis
Author
Bultheel, Adhemar ; Carrette, Pierre
Author_Institution
Dept. of Comput. Sci., Katholieke Univ., Leuven, Belgium
Volume
1
fYear
2003
fDate
9-12 Dec. 2003
Firstpage
486
Abstract
We consider problems related to the generalization of the classical Fourier basis to a basis of rational functions with prescribed poles outside the unit disk. We give some generalizations about the convergence and estimation of the Fourier coefficients with respect to this generalized basis. We also consider a rational generalization of the classical Toeplitz matrices and consider the asymptotic distribution of their spectrum. These bases and general Toeplitz matrices were considered by Ninness et al. in the context of least squares system estimation where the prescribed poles allow to incorporate a priori knowledge into the system dynamics of the model.
Keywords
Fourier analysis; Toeplitz matrices; convergence of numerical methods; least squares approximations; rational functions; Fourier analysis; Fourier coefficients; Takenaka-Malmquist basis; Toeplitz matrices; asymptotic distribution; convergence; generalization; least squares system; rational functions; system dynamics; Context modeling; Convergence; Hilbert space; History; Least squares approximation; Petroleum; Robustness;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control, 2003. Proceedings. 42nd IEEE Conference on
ISSN
0191-2216
Print_ISBN
0-7803-7924-1
Type
conf
DOI
10.1109/CDC.2003.1272610
Filename
1272610
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