DocumentCode :
749307
Title :
Oversampling in Shift-Invariant Spaces With a Rational Sampling Period
Author :
García, A.G. ; Hernández-Medina, M.A. ; Pérez-Villalón, G.
Author_Institution :
Dept. de Mat., Univ. Carlos III de Madrid, Leganes, Spain
Volume :
57
Issue :
9
fYear :
2009
Firstpage :
3442
Lastpage :
3449
Abstract :
It is well known that, under appropriate hypotheses, a sampling formula allows us to recover any function in a principal shift-invariant space from its samples taken with sampling period one. Whenever the generator of the shift-invariant space satisfies the Strang-Fix conditions of order r, this formula also provides an approximation scheme of order r valid for smooth functions. In this paper we obtain sampling formulas sharing the same features by using a rational sampling period less than one. With the use of this oversampling technique, there is not one but an infinite number of sampling formulas. Whenever the generator has compact support, among these formulas it is possible to find one whose associated reconstruction functions have also compact support.
Keywords :
approximation theory; signal sampling; Strang-Fix conditions; approximation scheme; associated reconstruction function; generator; oversampling technique; principal shift-invariant space; rational sampling period; Approximation order; oversampling; sampling in shift-invariant spaces; shift-invariant spaces;
fLanguage :
English
Journal_Title :
Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1053-587X
Type :
jour
DOI :
10.1109/TSP.2009.2021497
Filename :
4838929
Link To Document :
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