DocumentCode :
3339068
Title :
A sampling theorem for periodic piecewise polynomial signals
Author :
Vetterli, Martin ; Marziliano, Pina ; Blu, Thierry
Author_Institution :
LCAV, Ecole Polytech. Federale de Lausanne, Switzerland
Volume :
6
fYear :
2001
fDate :
2001
Firstpage :
3893
Abstract :
We consider the problem of sampling signals which are not bandlimited, but still have a finite number of degrees of freedom per unit of time, such as, for example, piecewise polynomials. We demonstrate that by using an adequate sampling kernel and a sampling rate greater or equal to the number of degrees of freedom per unit of time, one can uniquely reconstruct such signals. This proves a sampling theorem for a wide class of signals beyond bandlimited signals. Applications of this sampling theorem can be found in signal processing, communication systems and biological systems
Keywords :
piecewise polynomial techniques; signal reconstruction; signal sampling; degrees of freedom; periodic piecewise polynomial signals; sampling kernel; sampling rate; sampling theorem; signal reconstruction; Biological system modeling; Biological systems; Biomedical signal processing; Communication systems; Kernel; Polynomials; Sampling methods; Signal processing; Signal sampling; Technological innovation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2001. Proceedings. (ICASSP '01). 2001 IEEE International Conference on
Conference_Location :
Salt Lake City, UT
ISSN :
1520-6149
Print_ISBN :
0-7803-7041-4
Type :
conf
DOI :
10.1109/ICASSP.2001.940694
Filename :
940694
Link To Document :
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