Scaling limits of stationary determinantal shot-noise fields
Abstract
We consider a shot-noise field defined on a stationary determinantal point process on associated with i.i.d. amplitudes and a bounded response function, for which we investigate the scaling limits as the intensity of the point process goes to infinity. Specifically, we show that the centralized and suitably scaled shot-noise field converges in finite dimensional distributions to i) a Gaussian random field when the amplitudes have the finite second moment and ii) an -stable random field when the amplitudes follow a regularly varying distribution with index for . We first prove the corresponding results for the shot-noise field defined on a homogeneous Poisson point process and then extend them to the one defined on a stationary determinantal point process.
Keywords
Cite
@article{arxiv.2303.05011,
title = {Scaling limits of stationary determinantal shot-noise fields},
author = {Takumi Aburayama and Naoto Miyoshi},
journal= {arXiv preprint arXiv:2303.05011},
year = {2023}
}
Comments
15pages