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Autori principali: Liu, Xiaolin, Kuroyanagi, Sachiko
Natura: Preprint
Pubblicazione: 2026
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Accesso online:https://arxiv.org/abs/2601.10428
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author Liu, Xiaolin
Kuroyanagi, Sachiko
author_facet Liu, Xiaolin
Kuroyanagi, Sachiko
contents With the growing number of gravitational-wave detections, particularly from binary black hole mergers, there is increasing anticipation that an astrophysical background, formed by an ensemble of faint, high-redshift events, will be observed in the near future by the ground-based detector network. This background is anticipated to exhibit non-Gaussian statistical properties. To develop a robust method for detecting such a non-Gaussian gravitational-wave background, we revisit optimal detection strategies based on the Gaussian-mixture likelihood model. In this work, we demonstrate that properly accounting for the detector antenna pattern is essential. Current approaches typically rely on the overlap reduction function averaged over the sky. Through simulations, we show that using such an averaged response introduces significant biases in parameter estimation. In addition, we propose a computationally feasible method that incorporates second-order corrections as an approximation of the full integral over the source distribution. Our results indicate that this approach effectively eliminates these biases. We also show that our method remains robust even when considering anisotropic backgrounds.
format Preprint
id arxiv_https___arxiv_org_abs_2601_10428
institution arXiv
publishDate 2026
record_format arxiv
spellingShingle Analyzing intermittent stochastic gravitational wave background I:Effect of detector response
Liu, Xiaolin
Kuroyanagi, Sachiko
General Relativity and Quantum Cosmology
With the growing number of gravitational-wave detections, particularly from binary black hole mergers, there is increasing anticipation that an astrophysical background, formed by an ensemble of faint, high-redshift events, will be observed in the near future by the ground-based detector network. This background is anticipated to exhibit non-Gaussian statistical properties. To develop a robust method for detecting such a non-Gaussian gravitational-wave background, we revisit optimal detection strategies based on the Gaussian-mixture likelihood model. In this work, we demonstrate that properly accounting for the detector antenna pattern is essential. Current approaches typically rely on the overlap reduction function averaged over the sky. Through simulations, we show that using such an averaged response introduces significant biases in parameter estimation. In addition, we propose a computationally feasible method that incorporates second-order corrections as an approximation of the full integral over the source distribution. Our results indicate that this approach effectively eliminates these biases. We also show that our method remains robust even when considering anisotropic backgrounds.
title Analyzing intermittent stochastic gravitational wave background I:Effect of detector response
topic General Relativity and Quantum Cosmology
url https://arxiv.org/abs/2601.10428