Frames containing a Riesz basis and preservation of this property under perturbation
Peter G. Casazza, Ole Christensen

TL;DR
This paper investigates the structure and stability of frames containing a Riesz basis, examining how perturbations affect their overcompleteness and providing a construction of a frame without a Riesz basis.
Contribution
It characterizes overcompleteness of frames via properties of bounded operators and analyzes the impact of different perturbation types on frame properties.
Findings
Overcompleteness is preserved under certain compact operator perturbations.
Paley-Wiener perturbations do not preserve overcompleteness.
A frame without a Riesz basis is constructed based on unconditional convergence issues.
Abstract
Aldroubi has shown how one can construct any frame starting with one frame ,using a bounded operator on . We study the overcompleteness of the frames in terms of properties of . We also discuss perturbation of frames in the sense that two frames are ``close'' if a certain operator is compact. In this way we obtain an equivalence relation with the property that members of the same equivalence class have the same overcompleteness. On the other hand we show that perturbation in the Paley-Wiener sense does not have this property. \\ Finally we construct a frame which is norm-bounded below, but which does not contain a Riesz basis.The construction is based on the delicate difference between the unconditional convergence of the frame representation, and the fact that a convergent series in the frame elements need not converge unconditionally.
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 · Digital Filter Design and Implementation
