Investigations of the effects of random sampling patterns on the stability of generalized sampling
Applications
2017-09-19 v2
Abstract
We investigate how the choice of spatial point process for generating random sampling patterns affects the numerical stability of non-uniform generalized sampling between Fourier bases and Daubechies scaling functions. Specifically, we consider binomial, Poisson and determinantal point processes and demonstrate that the more regular point patterns from the determinantal point process are superior.
Keywords
Cite
@article{arxiv.1607.04424,
title = {Investigations of the effects of random sampling patterns on the stability of generalized sampling},
author = {Robert Dahl Jacobsen and Jesper Møller and Morten Nielsen and Morten Grud Rasmussen},
journal= {arXiv preprint arXiv:1607.04424},
year = {2017}
}