Construction of Hilbert Transform Pairs of Wavelet Bases and Optimal Time-Frequency Localization

We propose a novel method of constructing exact Hilbert transform (HT) pairs of wavelet bases using fractional B-splines and state necessary and sufficient conditions for generating such wavelet pairs. In particular, we demonstrate how HT pairs of biorthogonal wavelet bases of $ L ^{ 2 } $ (\mathbb{R} ) can be constructed using well-localized scaling functions with identical Riesz bounds. Finally, we illustrate this concept by constructing a family of analytic Gabor-like wavelets that exhibit near optimal time-frequency localization.


Published in:
Proceedings of the Thirty-Third IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'08), Las Vegas NV, USA, 3277–3280
Year:
2008
Publisher:
IEEE
Laboratories:




 Record created 2015-09-18, last modified 2018-10-07

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