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Simple parameter estimation using observable features of gravitational-wave signals

Stephen Fairhurst, Charlie Hoy, Rhys Green, Cameron Mills, and Samantha A. Usman
Phys. Rev. D 108, 082006 – Published 23 October 2023

Abstract

Using simple, intuitive arguments, we discuss the expected accuracy with which astrophysical parameters can be extracted from an observed gravitational wave signal. The observation of a chirplike signal in the data allows for measurement of the component masses and aligned spins, while measurement in three or more detectors enables good localization. The ability to measure additional features in the observed signal—the existence or absence of power in (i) the second gravitational wave polarization, (ii) higher gravitational wave multipoles or (iii) spin-induced orbital precession—provide new information which can be used to significantly improve the accuracy of parameter measurement. We introduce the simple-pe algorithm which uses these methods to generate rapid parameter estimation results for binary mergers. We present results from a set of simulations, to illustrate the method, and compare results from simple-pe with measurements from full parameter estimation routines. The simple-pe routine is able to provide initial parameter estimates in a matter of CPU minutes, which could be used in real-time alerts and also as input to significantly accelerate detailed parameter estimation routines.

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  • Received 5 May 2023
  • Accepted 16 August 2023

DOI:https://doi.org/10.1103/PhysRevD.108.082006

Published by the American Physical Society under the terms of the Creative Commons Attribution 4.0 International license. Further distribution of this work must maintain attribution to the author(s) and the published article’s title, journal citation, and DOI.

Published by the American Physical Society

Physics Subject Headings (PhySH)

Gravitation, Cosmology & Astrophysics

Authors & Affiliations

Stephen Fairhurst1,*, Charlie Hoy1,2, Rhys Green1, Cameron Mills1,3,4, and Samantha A. Usman1

  • 1Gravity Exploration Institute, School of Physics and Astronomy, Cardiff University, Cardiff CF24 3AA, United Kingdom
  • 2University of Portsmouth, Portsmouth PO1 3FX, United Kingdom
  • 3Albert-Einstein-Institut, Max-Planck-Institut for Gravitationsphysik, D-30167 Hannover, Germany
  • 4Leibniz Universitat Hannover, D-30167 Hannover, Germany

  • *fairhursts@cardiff.ac.uk

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Issue

Vol. 108, Iss. 8 — 15 October 2023

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