Gabor wave packets and evolution operators
Elena Cordero, Fabio Nicola, Luigi Rodino

TL;DR
This paper analyzes evolution equations with constant coefficients using Gabor analysis, revealing that their propagators have sparse Gabor matrices with exponential off-diagonal decay, applicable to various types of equations.
Contribution
It demonstrates that propagators for a broad class of evolution equations exhibit sparse Gabor matrices with exponential decay, extending Gabor analysis to hyperbolic, weakly hyperbolic, and parabolic equations.
Findings
Propagators have sparse Gabor matrices with exponential off-diagonal decay.
Results apply to hyperbolic, weakly hyperbolic, and parabolic equations.
Numerical experiments support theoretical findings.
Abstract
We perform a Gabor analysis for a large class of evolution equations with constant coefficients. We show that the corresponding propagators have a very sparse Gabor matrix, displaying off-diagonal exponential decay. The results apply to hyperbolic, weakly hyperbolic and parabolic equations. Some numerical experiments are provided.
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
TopicsMathematical Analysis and Transform Methods · Image and Signal Denoising Methods
