Of the hundreds of papers researchers presented at last year's annual Institute of Navigation (ION) GNSS+ conference, which took place virtually Sept. 21-25, the following six focused on combatting jamming and spoofing. The author presents a scheme to combine multiple measurements for GNSS spoof detection for safety-of-life applications. The author's algorithm combines both independent and correlated direction of arrival measurements that result in an analytic solution for the detection threshold, which can be computed online by the receiver. The scheme is validated for correlated azimuth measurements with data recorded by a dual-polarization antenna mounted on a C12 aircraft in flight, and applied to data from a live spoofing event. Results show an increase in detections of 47％ using just two sequential measurements, with equal robustness for false alerts compared to snapshot-based detection. The results also show using sequential spoof detection is a powerful way to improve the detection capability of an anti-spoof defense, costing only added computational complexity while introducing a timely component to the detection.
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