DocumentCode
1140089
Title
On the Calculation of the Hilbert Transform From Interpolated Data
Author
Boche, Holger ; Pohl, Volker
Author_Institution
Tech. Univ. Berlin, Berlin
Volume
54
Issue
5
fYear
2008
fDate
5/1/2008 12:00:00 AM
Firstpage
2358
Lastpage
2366
Abstract
This correspondence studies the calculation of the Hilbert transform of continuous functions f with continuous conjugate f from a finite set of sampling points. It shows that there exists no linear operator which approximates f arbitrary well in the uniform norm from a finite number of sampling points for all possible continuous function f with continuous conjugate f. However for smooth functions such linear approximation operators exist and sufficient conditions on the smoothness of the functions are presented. The correspondence also examines the robustness of the calculation of the Hilbert transform from interpolated data and it gives explicit error bounds. It is shown that for a large class of algorithms the error grows at least proportional to the logarithm of the number of sampling points.
Keywords
Hilbert transforms; approximation theory; error analysis; functions; interpolation; mathematical operators; Hilbert transform; continuous functions; error analysis; finite set; interpolated data; linear approximation operators; sampling point; smooth functions; Control theory; Interpolation; Linear approximation; Physics; Robustness; Sampling methods; Signal processing; Signal processing algorithms; Sufficient conditions; Wiener filter; Error bounds; Hilbert transform; interpolation; robustness;
fLanguage
English
Journal_Title
Information Theory, IEEE Transactions on
Publisher
ieee
ISSN
0018-9448
Type
jour
DOI
10.1109/TIT.2008.920219
Filename
4494675
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