Extending wavelet regularity beyond Gevrey classes
Filip Tomi\'c, Stefan Tuti\'c, Milica \v{Z}igi\'c

TL;DR
This paper constructs a smooth wavelet with Fourier transform properties extending beyond classical Gevrey classes, using invariant cycles and Lambert W functions to control decay rates.
Contribution
It introduces a wavelet whose Fourier transform and itself belong to an extended Gevrey class beyond all classical classes, using a novel extension of the low-pass filter support.
Findings
Wavelet and Fourier transform in extended Gevrey class $ ext{E}_\sigma$ for $\sigma > 1$
Decay estimates involve Lambert W function
Supports extended from $[-2 ext{ extperiodcentered}3, 2 ext{ extperiodcentered}3]$ to $[-4 ext{ extperiodcentered}5, 4 ext{ extperiodcentered}5]$
Abstract
We construct a smooth orthonormal wavelet such that both and its Fourier transform belong to the extended Gevrey class for , providing an example that lies beyond all classical Gevrey classes. Our approach uses the idea of invariant cycles to extend the initial Lemari\'e-Meyer support of the low-pass filter from to . This extension allows us to control the decay rate of near , which yields global decay estimates for and . In addition, the decay rates are described using special functions involving the Lambert W function, which plays an important role in our construction.
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Taxonomy
TopicsMathematical Analysis and Transform Methods · Image and Signal Denoising Methods · Statistical Mechanics and Entropy
