Split Bregman Method for Gravitational Wave Denoising

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Abstract

This paper presents a progress report in our aim to develop a Total Variation algorithm for denoising of gravitational waves. These algorithms, are routinely employed in the context of image processing and they do not need any a priori information on the signals. We apply our method to two different types of numerically-simulated gravitational wave signals, namely burst produced from the core collapse of rotating stars and waveforms from binary black hole mergers, and present a preliminary assessment of its capabilities.

Author

Torres, Alejandro; Marquina, Antonio; Font, José A.; Ibáñez, José M.

Journal

Gravitational Wave Astrophysics, Astrophysics and Space Science Proceedings

Paper Publication Date

2015

Paper Type

Astroinformatics