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 dp /dxp, 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
Link To Document :
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