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Fast detection and automatic parameter estimation of a gravitational wave signal with a novel method

MPG-Autoren

Wang,  Yan
Laser Interferometry & Gravitational Wave Astronomy, AEI-Hannover, MPI for Gravitational Physics, Max Planck Society;

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1402.6217.pdf
(Preprint), 491KB

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Zitation

Wang, Y. (2015). Fast detection and automatic parameter estimation of a gravitational wave signal with a novel method. General Relativity and Gravitation, 47(12): 142. doi:10.1007/s10714-015-1987-0.


Zitierlink: https://hdl.handle.net/11858/00-001M-0000-0029-5B95-5
Zusammenfassung
The detection of gravitational wave usually requires to match the measurement
data with a large number of templates, which is computationally very expensive.
Compressed sensing methods allow one to match the data with a small number of
templates and interpolate the rest. However, the interpolation process is still
computationally expensive. In this article, we designed a novel method that
only requires to match the data with a few templates, yet without needing any
interpolation process. The algorithm worked well for signals with relatively
high SNRs. It also showed promise for low SNRs signals.