ADS-B Anomalies and Intrusions Detection by Sensor Clocks Tracking

被引:25
作者
Leonardi, Mauro [1 ]
机构
[1] Univ Roma Tor Vergata, Dept Elect Engn, I-00133 Rome, Italy
关键词
Airplanes; Clocks; Oscillators; Surveillance; Kalman filters; Position measurement; Anomalies detection; automatic dependent surveillance-broadcast (ADS-B); clock tracking; intrusion detection; multilateration (MLAT); time difference of arrival (TDOA); MODEL;
D O I
10.1109/TAES.2018.2886616
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
Automatic dependent surveillance-broadcast (ADS-B) is an air traffic control system in which aircraft transmit their own information (identity, position, velocity etc.) to ground sensors for surveillance scope. The tracking of the different sensors' clocks by the use of time difference of arrival of ADS-B messages is proposed to check the veracity of the position information contained in the ADS-B messages. The method allows detecting possible on-board anomalies or the malicious injection of fake messages (intrusion) without the use of the multilateration (or any other) location algorithm. It follows that it does not need the inversion of the location problem (usually strong nonlinear and ill-posed), and, contrary to the multilateration, it works also with less than four sensors.
引用
收藏
页码:2370 / 2381
页数:12
相关论文
共 32 条
[1]   Analysis of anomalies in ADS-B and its GPS data [J].
Ali, Busyairah Syd ;
Schuster, Wolfgang ;
Ochieng, Washington ;
Majumdar, Arnab .
GPS SOLUTIONS, 2016, 20 (03) :429-438
[2]  
[Anonymous], 2011, MIN OP PERF STAND 10
[3]  
[Anonymous], 1998, TRACKING KALMAN FILT, DOI DOI 10.1002/0471224197
[4]  
[Anonymous], 2012, EUROCONTROLSPEC0147, V1
[5]  
[Anonymous], 1998, ANN 10 CONV INT CIV, VIV
[6]   Time-difference-of-arrival regularised location estimator for multilateration systems [J].
Antonio Mantilla-Gaviria, Ivan ;
Leonardi, Mauro ;
Galati, Gaspare ;
Vicente Balbastre-Tejedor, Juan .
IET RADAR SONAR AND NAVIGATION, 2014, 8 (05) :479-489
[7]   Nanosecond-precision Time-of-Arrival Estimation for Aircraft Signals with low-cost SDR Receivers [J].
Calvo-Palomino, Roberto ;
Ricciato, Fabio ;
Repas, Blaz ;
Giustiniano, Domenico ;
Lenders, Vincent .
2018 17TH ACM/IEEE INTERNATIONAL CONFERENCE ON INFORMATION PROCESSING IN SENSOR NETWORKS (IPSN), 2018, :272-277
[8]  
FAA, 2011, 76 FAA
[9]   Lower bounds of accuracy for enhanced mode-S distributed sensor networks [J].
Galati, G. ;
Leonardi, M. ;
Mantilla-Gaviria, I. A. ;
Tosti, M. .
IET RADAR SONAR AND NAVIGATION, 2012, 6 (03) :190-201
[10]  
Galati G., 2005, SUST ETH ENTR SEE C, P1