Infoscience

Journal article

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.

Reference

• EPFL-ARTICLE-211406

Record created on 2015-09-18, modified on 2016-08-09