An $L^2-$stability estimate for periodic nonuniform sampling in higher dimensions
Functional Analysis
2018-04-18 v3 Numerical Analysis
Abstract
We consider sampling strategies for a class of multivariate bandlimited functions that have a spectrum consisting of disjoint frequency bands. Taking advantage of the special spectral structure, we provide formulas relating to the samples , where is a periodic nonuniform sampling set. In this case, we show that the reconstruction can be viewed as an iterative process involving certain Vandermonde matrices, resulting in a link between the invertibility of these matrices to the existence of certain sampling sets that guarantee a unique recovery. Furthermore, estimates of inverse Vandermonde matrices are used to provide explicit -stability estimates for the reconstruction of this class of functions.
Cite
@article{arxiv.1611.00600,
title = {An $L^2-$stability estimate for periodic nonuniform sampling in higher dimensions},
author = {Christina Frederick},
journal= {arXiv preprint arXiv:1611.00600},
year = {2018}
}