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

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.

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Publication Details

Journal
American Journal of Physics
Published
2025-02-20
DOI
https://doi.org/10.1119/5.0219962
Primary Topic
Pulsars and Gravitational Waves Research
Type
article
Field-Weighted Citation Impact
0.00

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article

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

Antje Bergmann, Carsten Rockstuhl, Michael Daam, Ronny Nawrodt
American Journal of Physics
Pulsars and Gravitational Waves Research
article

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

Antje Bergmann, Carsten Rockstuhl, Michael Daam, Ronny Nawrodt
article en

Abstract

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.

American Journal of PhysicsVol. 93(3)
University of Stuttgart (DE), Karlsruhe Institute of Technology (DE)
University of Glasgow
Openalex Percentile: Top 98%
Pulsars and Gravitational Waves Research
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