Rebricking frames and bases
Abstract
In 1949, Denis Gabor introduced the ``complex signal'' (nowadays called ``analytic signal'') by combining a real function with its Hilbert transform to a complex function . His aim was to extract phase information, an idea that has inspired techniques as the monogenic signal and the complex dual tree wavelet transform. In this manuscript, we consider two questions: When do two real-valued bases or frames and form a complex basis or frame of the form ? And for which bounded linear operators forms a complex-valued orthonormal basis, Riesz basis or frame, when is a real-valued orthonormal basis, Riesz basis or frame? We call this approach \emph{rebricking}. It is well-known that the analytic signals don't span the complex vector space , hence is not a rebricking operator. We give a full characterization of rebricking operators for bases, in particular orthonormal and Riesz bases, Parseval frames, and frames in general. We also examine the special case of finite dimensional vector spaces and show that we can use any real, invertible matrix for rebricking if we allow for permutations in the imaginary part.
Cite
@article{arxiv.2306.15038,
title = {Rebricking frames and bases},
author = {Thomas Fink and Brigitte Forster and Florian Heinrich},
journal= {arXiv preprint arXiv:2306.15038},
year = {2023}
}
Comments
39 pages, 1 table