Please use this identifier to cite or link to this item: https://hdl.handle.net/20.500.11851/10672
Title: Spoofing Detection and Anti-Spoofing Kalman Filter Design for an Accelerometer-Integrated GNSS Receiver
Authors: Akcay, Hande Işıl
Girici, Tolga
Onat, Emrah
Keywords: Global Navigation Satellite Systems
GNSS receiver
Accelerometer
Kalman filter
Spoofing detection
Issue Date: 2023
Publisher: IEEE
Abstract: Global Navigation Satellite Systems (GNSS) measurements are frequently used, especially in autonomous vehicle navigation, as they can provide successful positioning solutions. Therefore, the importance of positioning accuracy of the GNSS receiver in these vehicles has increased. On the other hand, with spoofing attacks, receivers can produce a positioning solution in a way that they think they are in a different place than their actual location. For this reason, it is important to use spoofing detection and countermeasure algorithms in GNSS receivers. In this paper, a Kalman filter design is proposed to be used in the navigation block, just before producing the final positioning solution, of the accelerometer-integrated GNSS receivers for spoofing detection and countermeasure. The proposed approach detects spoofing by comparing the residual values of the solutions of accelerometers and GNSSs with each other. The performance of the filter was examined with Monte Carlo simulations for different spoofing trajectories and interpreted by plotting Receiver Operating Characteristic curves.
Description: 31st IEEE Conference on Signal Processing and Communications Applications (SIU) -- JUL 05-08, 2023 -- Istanbul Tech Univ, Ayazaga Campus, Istanbul, TURKEY
URI: https://doi.org/10.1109/SIU59756.2023.10223944
https://hdl.handle.net/20.500.11851/10672
ISBN: 979-8-3503-4355-7
ISSN: 2165-0608
Appears in Collections:Scopus İndeksli Yayınlar Koleksiyonu / Scopus Indexed Publications Collection
WoS İndeksli Yayınlar Koleksiyonu / WoS Indexed Publications Collection

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