Next Article in Journal
Mode S Transponder Comm-B Capabilities in Current Operational Aircraft
Previous Article in Journal
Predicting Airplane Go-Arounds Using Machine Learning and Open-Source Data
Open AccessProceedings

On ADS-B Sensor Placement for Secure Wide-Area Multilateration

Cyber Security and Privacy Lab (CSP-Lab), New York University Abu Dhabi, Abu Dhabi 129188, UAE
*
Author to whom correspondence should be addressed.
Presented at the 8th OpenSky Symposium 2020, Online, 12–13 November 2020.
Proceedings 2020, 59(1), 3; https://doi.org/10.3390/proceedings2020059003
Published: 1 December 2020
(This article belongs to the Proceedings of 8th OpenSky Symposium 2020)
As automatic dependent surveillance–broadcast (ADS-B) becomes more prevalent, the placement of on-ground sensors is vital for Air Traffic Control (ATC) to control the airspace. However, the current sensors are placed in an unstructured way that keeps some areas without coverage, and others are over-densified by sensors. Therefore, areas with coverage anomalies may cause issues that inhibit accurate ADS-B verifications as well as the availability of ADS-B altogether. In this paper, we tackle the ADS-B-specific optimal sensor placement (OSP) problem. Of importance are both the optimal coverage and the secure and accurate verification of received ADS-B messages. Specifically, we take into account the following objectives. First, we determine the minimum required number of sensors in order to cover a certain area like Europe. Second, we produce a better placement of the current sensors with respect to the security and accuracy of geometric dilution of precision (GDOP). Finally, we calculate how far the current sensor setup is from our derived optimal solution as well as the cost to reach the optimality. Our experiments show that the ideal fitness score for solving the OSP is below 0.1, meaning that the mean squared error (MSE) of the required and achieved GDOPs is significantly small, thus accomplishing a near-optimal setup.
Keywords: ADS-B; aviation security; sensor placement; multilateration ADS-B; aviation security; sensor placement; multilateration
MDPI and ACS Style

Darabseh, A.; Bitsikas, E.; Tedongmo, B.; Pöpper, C. On ADS-B Sensor Placement for Secure Wide-Area Multilateration. Proceedings 2020, 59, 3. https://doi.org/10.3390/proceedings2020059003

AMA Style

Darabseh A, Bitsikas E, Tedongmo B, Pöpper C. On ADS-B Sensor Placement for Secure Wide-Area Multilateration. Proceedings. 2020; 59(1):3. https://doi.org/10.3390/proceedings2020059003

Chicago/Turabian Style

Darabseh, Ala’; Bitsikas, Evangelos; Tedongmo, Brice; Pöpper, Christina. 2020. "On ADS-B Sensor Placement for Secure Wide-Area Multilateration" Proceedings 59, no. 1: 3. https://doi.org/10.3390/proceedings2020059003

Find Other Styles
Note that from the first issue of 2016, MDPI journals use article numbers instead of page numbers. See further details here.

Article Access Map by Country/Region

1
Back to TopTop