Zenith beamforming with antenna array for GNSS interference mitigation: The winning solution of the EUSIPCO 2025 phased array signal processing student challenge

• Jammertest’s dataset Norway 2024 compaign, data collected through an antenna array • PRN-noise like jammer with increasing power over time • Detection, localization and mitigation granted during the processing • Beamforming techniques such as MUSIC, MPDR are used for DoA estimation and mitigation • Winning solution of the 2025 EUSIPCO student challenge Global Navigation Satellite Systems rely on estimating the signal propagation delay and Doppler shift to a set of visible satellites, which in turn allows to determine the receiver position, velocity and timing. However, the presence of interfering signals degrades the estimation of such synchronization parameters, reason why robust solutions must be accounted for. One specific kind of interference is jamming, where a powerful signal is emitted in the same bandwidth as the signal of interest. One possible way to mitigate jamming is to resort to an antenna array. Doing so, spatial diversity can help to estimate the most powerful signal, allegedly the interference, and perform detection, localization and mitigation. In our solution, we propose two methods: the first is an offline processing, which uses snapshots where the interference is the most powerful to allow precise detection and localization of the interferer. The second is an online processing, allowing to perform detection, localization and mitigation in real time of the interfering signal.

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Publication Details

Journal
Signal Processing
Published
2026-04-10
DOI
https://doi.org/10.1016/j.sigpro.2026.110639
Primary Topic
GNSS positioning and interference
Type
article
Field-Weighted Citation Impact
0.00
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article

Zenith beamforming with antenna array for GNSS interference mitigation: The winning solution of the EUSIPCO 2025 phased array signal processing student challenge

Paul Thevenon, Lorenzo Ortega, Julien Lesouple, Alexandre Brochard et al.
Signal Processing
GNSS positioning and interference
article

Zenith beamforming with antenna array for GNSS interference mitigation: The winning solution of the EUSIPCO 2025 phased array signal processing student challenge

Paul Thevenon, Lorenzo Ortega, Julien Lesouple, Alexandre Brochard, Evelyn Rojano Fernández
article en

Abstract

• Jammertest’s dataset Norway 2024 compaign, data collected through an antenna array • PRN-noise like jammer with increasing power over time • Detection, localization and mitigation granted during the processing • Beamforming techniques such as MUSIC, MPDR are used for DoA estimation and mitigation • Winning solution of the 2025 EUSIPCO student challenge Global Navigation Satellite Systems rely on estimating the signal propagation delay and Doppler shift to a set of visible satellites, which in turn allows to determine the receiver position, velocity and timing. However, the presence of interfering signals degrades the estimation of such synchronization parameters, reason why robust solutions must be accounted for. One specific kind of interference is jamming, where a powerful signal is emitted in the same bandwidth as the signal of interest. One possible way to mitigate jamming is to resort to an antenna array. Doing so, spatial diversity can help to estimate the most powerful signal, allegedly the interference, and perform detection, localization and mitigation. In our solution, we propose two methods: the first is an offline processing, which uses snapshots where the interference is the most powerful to allow precise detection and localization of the interferer. The second is an online processing, allowing to perform detection, localization and mitigation in real time of the interfering signal.

Signal ProcessingVol. 246
École Nationale de l’Aviation Civile (FR), Centre National d'Études Spatiales (FR), Médipole Garonne (FR), National Higher French Institute of Aeronautics and Space (FR), Institut Polytechnique des Sciences Avancées (FR)
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Openalex Percentile: Top 11%
GNSS positioning and interference
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