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Main Authors: Wang, Tian-Xiao, Wang, Yan, Torres-Orjuela, Alejandro, Lin, Yi-Ren, Fan, Hui-Min, Vázquez-Aceves, Verónica, Hu, Yi-Ming
Format: Preprint
Published: 2026
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Online Access:https://arxiv.org/abs/2601.22464
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author Wang, Tian-Xiao
Wang, Yan
Torres-Orjuela, Alejandro
Lin, Yi-Ren
Fan, Hui-Min
Vázquez-Aceves, Verónica
Hu, Yi-Ming
author_facet Wang, Tian-Xiao
Wang, Yan
Torres-Orjuela, Alejandro
Lin, Yi-Ren
Fan, Hui-Min
Vázquez-Aceves, Verónica
Hu, Yi-Ming
contents Extremely large mass-ratio inspirals (XMRIs), consisting of a brown dwarf orbiting a supermassive black hole, emit long-lived and nearly monochromatic gravitational waves in the millihertz band and constitute a promising probe of strong-field gravity and black-hole properties. However, dedicated data-analysis pipelines for XMRI signals have not yet been established. In this work, we develop, for the first time, a hierarchical semi-coherent search pipeline for XMRIs tailored to space-based gravitational-wave detectors, with a particular focus on the TianQin mission. The pipeline combines a semi-coherent multi-harmonic $\mathcal{F}$-statistic with particle swarm optimization, and incorporates a novel eccentricity estimation method based on the relative power distribution among harmonics. We validate the performance of the pipeline using simulated TianQin data for a Galactic center XMRI composed of a brown dwarf and Sgr A*. For a three-month observation, the pipeline successfully recovers the signal and achieves high-precision parameter estimation, including fractional uncertainties of $<10^{-6}$ in the orbital frequency, $\lesssim10^{-3}$ in the eccentricity, $\lesssim2\times10^{-3}$ in the black-hole mass, and $\lesssim10^{-3}$ in the black-hole spin. Our framework establishes a practical foundation for future XMRI searches with space-based detectors and highlights the potential of XMRIs as precision probes of stellar dynamics and strong-field gravity in the vicinity of supermassive black holes.
format Preprint
id arxiv_https___arxiv_org_abs_2601_22464
institution arXiv
publishDate 2026
record_format arxiv
spellingShingle Constructing a gravitational wave analysis pipeline for extremely large mass ratio inspirals
Wang, Tian-Xiao
Wang, Yan
Torres-Orjuela, Alejandro
Lin, Yi-Ren
Fan, Hui-Min
Vázquez-Aceves, Verónica
Hu, Yi-Ming
High Energy Astrophysical Phenomena
Instrumentation and Methods for Astrophysics
General Relativity and Quantum Cosmology
Extremely large mass-ratio inspirals (XMRIs), consisting of a brown dwarf orbiting a supermassive black hole, emit long-lived and nearly monochromatic gravitational waves in the millihertz band and constitute a promising probe of strong-field gravity and black-hole properties. However, dedicated data-analysis pipelines for XMRI signals have not yet been established. In this work, we develop, for the first time, a hierarchical semi-coherent search pipeline for XMRIs tailored to space-based gravitational-wave detectors, with a particular focus on the TianQin mission. The pipeline combines a semi-coherent multi-harmonic $\mathcal{F}$-statistic with particle swarm optimization, and incorporates a novel eccentricity estimation method based on the relative power distribution among harmonics. We validate the performance of the pipeline using simulated TianQin data for a Galactic center XMRI composed of a brown dwarf and Sgr A*. For a three-month observation, the pipeline successfully recovers the signal and achieves high-precision parameter estimation, including fractional uncertainties of $<10^{-6}$ in the orbital frequency, $\lesssim10^{-3}$ in the eccentricity, $\lesssim2\times10^{-3}$ in the black-hole mass, and $\lesssim10^{-3}$ in the black-hole spin. Our framework establishes a practical foundation for future XMRI searches with space-based detectors and highlights the potential of XMRIs as precision probes of stellar dynamics and strong-field gravity in the vicinity of supermassive black holes.
title Constructing a gravitational wave analysis pipeline for extremely large mass ratio inspirals
topic High Energy Astrophysical Phenomena
Instrumentation and Methods for Astrophysics
General Relativity and Quantum Cosmology
url https://arxiv.org/abs/2601.22464