On the uncertainty product of spherical functions
Ilona Iglewska-Nowak

TL;DR
This paper derives a formula linking the uncertainty product of spherical functions to their Fourier coefficients, explores its behavior for zonal wavelets, and discusses the implications for uncertainty principles on spheres.
Contribution
It provides a new formula for the uncertainty product of functions on the sphere in terms of Fourier coefficients and analyzes its behavior for specific wavelet functions.
Findings
Derived a Fourier coefficient-based formula for the uncertainty product.
Analyzed the uncertainty product of a directional derivative of a zonal wavelet.
Discussed the implications for uncertainty principles on the sphere.
Abstract
The uncertainty product of a function is a quantity that measures the trade-off between the space and the frequency localization of the function. Its boundedness from below is the content of various uncertainty principles. In the present paper, functions over the -dimensional sphere are considered. A formula is derived that expresses the uncertainty product of a continuous function in terms of its Fourier coefficients. It is applied to a directional derivative of a zonal wavelet, and the behavior of the uncertainty product of this function is discussed.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsImage and Signal Denoising Methods · Seismic Imaging and Inversion Techniques · Mathematical Analysis and Transform Methods
