期刊
ASTROPHYSICAL JOURNAL
卷 940, 期 2, 页码 -出版社
IOP Publishing Ltd
DOI: 10.3847/1538-4357/ac9836
关键词
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资金
- Vanderbilt Initiative in Data Intensive Astrophysics (VIDA) Fellowship
- NSF [AST-2007993, PHY-2020265, PHY-2146016]
- Vanderbilt University College of Arts & Science Dean's Faculty Fellowship
- Texas Tech University
- National Science Foundation Physics Frontiers Center [1430284, 2020265]
- Direct For Mathematical & Physical Scien
- Division Of Physics [1430284, 2020265] Funding Source: National Science Foundation
By developing a statistical framework, researchers have studied the anisotropy of pulsar timing arrays and established scaling relations for anisotropy decision thresholds. The results show that increasing the number of pulsars and reducing measurement uncertainty can improve the signal-to-noise ratio of gravitational wave background and lower the anisotropy decision thresholds to reject the null hypothesis of isotropy.
Statistical anisotropy in the nanohertz-frequency gravitational wave background (GWB) is expected to be detected by pulsar timing arrays (PTAs) in the near future. By developing a frequentist statistical framework that intrinsically restricts the GWB power to be positive, we establish scaling relations for multipole-dependent anisotropy decision thresholds that are a function of the noise properties, timing baselines, and cadences of the pulsars in a PTA. We verify that (i) a larger number of pulsars, and (ii) factors that lead to lower uncertainty on spatial cross-correlation measurements between pulsars, lead to a higher overall GWB signal-to-noise ratio, and lower anisotropy decision thresholds with which to reject the null hypothesis of isotropy. Using conservative simulations of realistic NANOGrav data sets, we predict that an anisotropic GWB with angular power C ( l=1) > 0.3C ( l=0) may be sufficient to produce tension with isotropy at the p = 3 x 10(-3) (similar to 3 sigma) level in near-future NANOGrav data with a 20 yr baseline. We present ready-to-use scaling relationships that can map these thresholds to any number of pulsars, configuration of pulsar noise properties, or sky coverage. We discuss how PTAs can improve the detection prospects for anisotropy, as well as how our methods can be adapted for more versatile searches.
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