DocumentCode
1993670
Title
Wavelet-Galerkin approximation of linear translation invariant operators
Author
Gopinath, R.A. ; Lawton, W.M. ; Burrus, C.S.
Author_Institution
Dept. of Electr. & Comput. Eng., Rice Univ., Houston, TX, USA
fYear
1991
fDate
14-17 Apr 1991
Firstpage
2021
Abstract
It is shown that the wavelet-Galerkin discretization of linear translation invariant (LTI) operators has good numerical properties, arising from the vanishing moments property of wavelets. If a wavelet has M vanishing moments, then it can have at most M -1 continuous derivatives, and hence operators of the form d p /dx p, where p >M , have to be considered as generalized derivatives. Even in this case the approximation results derived hold. Also, the virtual expansion theorem is useful in the sense that there is no need to compute the expansion coefficients of the function at some level V ▵x
Keywords
approximation theory; signal processing; continuous derivatives; linear translation invariant operators; numerical approximation; signal processing; vanishing moments; virtual expansion theorem; wavelet-Galerkin discretization; Approximation error; Discrete wavelet transforms; Linear approximation;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 1991. ICASSP-91., 1991 International Conference on
Conference_Location
Toronto, Ont.
ISSN
1520-6149
Print_ISBN
0-7803-0003-3
Type
conf
DOI
10.1109/ICASSP.1991.150800
Filename
150800
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