Sparse representation of Gravitational Sound

Gravitational Sound clips produced by the Laser Interferometer Gravitational-Wave Observatory (LIGO) and the Massachusetts Institute of Technology (MIT) are considered within the particular context of data reduction. We advance a procedure to this effect and show that these types of signals can be a...

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Veröffentlicht in:Journal of sound and vibration 2018-03, Vol.417, p.306-314
Hauptverfasser: Rebollo-Neira, Laura, Plastino, A.
Format: Artikel
Sprache:eng
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Zusammenfassung:Gravitational Sound clips produced by the Laser Interferometer Gravitational-Wave Observatory (LIGO) and the Massachusetts Institute of Technology (MIT) are considered within the particular context of data reduction. We advance a procedure to this effect and show that these types of signals can be approximated with high quality using significantly fewer elementary components than those required within the standard orthogonal basis framework. Furthermore, a local measure sparsity is shown to render meaningful information about the variation of a signal along time, by generating a set of local sparsity values which is much smaller than the dimension of the signal. This point is further illustrated by recourse to a more complex signal, generated by Milde Science Communication to divulge Gravitational Sound in the form of a ring tone. [Display omitted] •Sparse model of Gravitational Sound.•The reconstruction of the signal from a reduced data set is of high quality.•A local measure of sparsity renders meaningful information about the variation of the sound along time.
ISSN:0022-460X
1095-8568
DOI:10.1016/j.jsv.2017.12.007