Parameter estimation of gravitational-wave signals with frequency-dependent antenna responses and higher modes

Abstract We implement frequency-dependent antenna responses and develop likelihood classes (standard likelihood, multibanded likelihood, and the relative binning (RB) likelihood) capable of handling the same within the framework of Bilby . We validate the approximate likelihoods by comparing them with the exact likelihood for a GW170817-like signal (luminosity distance scaled such that signal-to-noise ratio ∼1000) containing higher-order modes of radiation. We use the RB likelihood to perform parameter estimation (PE) for a GW170817-like signal, including Earth-rotation effects, detector-size effects, and higher-order modes. To the best of our knowledge, we are the first to perform proof-of-concept Bayesian PE, including all the above-mentioned effects. We study the system in several detector networks consisting of a single 40 km Cosmic Explorer, a 20 km CE, and a present-generation detector at A+ sensitivity. The PE runs with RB take around a day to complete on a typical cluster. We find that higher-order modes significantly improve sky localization in scenarios where only a single next-generation detector is operating. This advantage diminishes when a second detector is added to the network; however, in such cases, we observe improved recovery of the polarization angle. While ignoring higher-order modes leads to a reduction in precision, it does not introduce bias in parameter recovery. In contrast, neglecting the effects of Earth’s rotation and the finite size of long-arm detectors can result in biased parameter estimates.

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Publication Details

Journal
Classical and Quantum Gravity
Published
2025-10-13
DOI
https://doi.org/10.1088/1361-6382/ae128b
Primary Topic
Pulsars and Gravitational Waves Research
Type
article
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article

Parameter estimation of gravitational-wave signals with frequency-dependent antenna responses and higher modes

S. Morisaki, Pratyusava Baral, Ish Gupta, J. D. E. Creighton
Classical and Quantum Gravity
Pulsars and Gravitational Waves Research
article

Parameter estimation of gravitational-wave signals with frequency-dependent antenna responses and higher modes

S. Morisaki, Pratyusava Baral, Ish Gupta, J. D. E. Creighton
article en

Abstract

Abstract We implement frequency-dependent antenna responses and develop likelihood classes (standard likelihood, multibanded likelihood, and the relative binning (RB) likelihood) capable of handling the same within the framework of Bilby . We validate the approximate likelihoods by comparing them with the exact likelihood for a GW170817-like signal (luminosity distance scaled such that signal-to-noise ratio ∼1000) containing higher-order modes of radiation. We use the RB likelihood to perform parameter estimation (PE) for a GW170817-like signal, including Earth-rotation effects, detector-size effects, and higher-order modes. To the best of our knowledge, we are the first to perform proof-of-concept Bayesian PE, including all the above-mentioned effects. We study the system in several detector networks consisting of a single 40 km Cosmic Explorer, a 20 km CE, and a present-generation detector at A+ sensitivity. The PE runs with RB take around a day to complete on a typical cluster. We find that higher-order modes significantly improve sky localization in scenarios where only a single next-generation detector is operating. This advantage diminishes when a second detector is added to the network; however, in such cases, we observe improved recovery of the polarization angle. While ignoring higher-order modes leads to a reduction in precision, it does not introduce bias in parameter recovery. In contrast, neglecting the effects of Earth’s rotation and the finite size of long-arm detectors can result in biased parameter estimates.

Classical and Quantum GravityVol. 42(21)
Pennsylvania State University (US), Kavli Institute for the Physics and Mathematics of the Universe (JP), University of Wisconsin–Milwaukee (US)
Openalex Percentile: Top 80%
Pulsars and Gravitational Waves Research
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Parameter estimation of gravitational-wave signals with frequency-dependent antenna responses and higher modes — S. Morisaki, Pratyusava Baral, et al. · Classical and Quantum Gravity (2025) | TGRS Research Map | TGRS