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An undergraduate lab experiment on matched filtering as used in gravitational wave detection

Daam, Michael 1; Bergmann, Antje 1; Rockstuhl, Carsten ORCID iD icon 1; Nawrodt, Ronny
1 Institut für Theoretische Festkörperphysik (TFP), Karlsruher Institut für Technologie (KIT)

Abstract (englisch):

The detection of gravitational waves using matched filtering algorithms is just one example of the critical role that computational data analysis plays in contemporary physics. We present an undergraduate laboratory experiment where students apply matched filtering methods to detect weak signals in their noisy measurement data. The experiment is based on a Michelson interferometer and requires little additional equipment. To make the experiment accessible to students without programming skills, we developed an open-source graphical user interface for the matched filter search, which is also presented in this article. Finally, we demonstrate the ability to detect weak signals obtained with the experimental setup described here.


Verlagsausgabe §
DOI: 10.5445/IR/1000181045
Frei zugänglich ab 02.03.2026
Zugehörige Institution(en) am KIT Institut für Theoretische Festkörperphysik (TFP)
Publikationstyp Zeitschriftenaufsatz
Publikationsdatum 01.03.2025
Sprache Englisch
Identifikator ISSN: 0002-9505, 0096-0322, 1943-2909, 2998-5501
KITopen-ID: 1000181045
Erschienen in American Journal of Physics
Verlag American Association of Physics Teachers
Band 93
Heft 3
Seiten 272 – 280
Schlagwörter Laboratory procedures, Graphical user interface, Signal processing, Gravitational wave astronomy, Interferometry, Black holes, Virgo, Photodiodes, Students, Science education
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