Memory Effect or Cosmic String? Classifying Gravitational-Wave Bursts with Bayesian Inference
Autor: | Divakarla, Atul K., Thrane, Eric, Lasky, Paul D., Whiting, Bernard F. |
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Rok vydání: | 2019 |
Předmět: | |
Zdroj: | Phys. Rev. D 102, 023010 (2020) |
Druh dokumentu: | Working Paper |
DOI: | 10.1103/PhysRevD.102.023010 |
Popis: | A variety of gravitational-wave transient sources can be modeled in the Fourier domain using a power law. This simple power-law model provides a reasonable approximation for gravitational-wave bursts from cosmic string cusps, cosmic string kinks, and the memory effect. Each of these sources is described using a different spectral index. In this work, we simulate interferometer strain data with injections of power-law and memory bursts to demonstrate parameter estimation, signal detection, and model selection. We show how Bayesian inference can be used to measure the power-law spectral index, thereby distinguishing between different astrophysical scenarios. Comment: 7 pages, 4 figures |
Databáze: | arXiv |
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