Modern Air Traffic Control (ATC) relies on the Automatic Dependent Surveillance-Broadcast (ADS-B) system, which transmits GNSS-based aircraft positions computed onboard to the ground. While ADS-B is key to future Air Traffic Management (ATM), its dependence on GNSS makes it vulnerable to failures and cyber-attacks. Ground-based systems are currently used to validate ADS-B data, but they are unavailable over remote areas, such as oceans. This paper proposes a Low Earth Orbit (LEO) satellite constellation performing multilateration (MLAT) on ADS-B signals to provide GNSS-independent position estimates. Unlike classical ground-based multilateration, the space context introduces challenges such as limited visibility, poor geometry, ill-conditioning, and synchronization issues. To address these, the evaluation of a combination of Time of Arrival (TOA), Frequency of Arrival (FOA) and Angle of Arrival (AOA) measurements is presented. The proposed architecture comprises LEO satellites equipped with ADS-B receivers and phased array antennas. Performance is evaluated using the Cramér-Rao Lower Bound (CRLB). Simulations over the Atlantic Ocean assess different measurement combinations and constellation configurations. The results show that, with the appropriate design, the system achieves a localization accuracy that is compliant with the requirements of the air traffic control in route (ie, 350 m horizontal rms error).
Leonardi, M., Sidoretti, G., Navarra, E., Mohebbi, M. (2025). Space-Based Multilateration System for a GNSS-Independent Aircraft Localization. In Proceedings of the International Astronautical Congress, IAC (pp.22-35). International Astronautical Federation, IAF [10.52202/083082-0004].
Space-Based Multilateration System for a GNSS-Independent Aircraft Localization
Leonardi, Mauro;Sidoretti, Giulio;Navarra, Edoardo;Mohebbi, Mahsa
2025-01-01
Abstract
Modern Air Traffic Control (ATC) relies on the Automatic Dependent Surveillance-Broadcast (ADS-B) system, which transmits GNSS-based aircraft positions computed onboard to the ground. While ADS-B is key to future Air Traffic Management (ATM), its dependence on GNSS makes it vulnerable to failures and cyber-attacks. Ground-based systems are currently used to validate ADS-B data, but they are unavailable over remote areas, such as oceans. This paper proposes a Low Earth Orbit (LEO) satellite constellation performing multilateration (MLAT) on ADS-B signals to provide GNSS-independent position estimates. Unlike classical ground-based multilateration, the space context introduces challenges such as limited visibility, poor geometry, ill-conditioning, and synchronization issues. To address these, the evaluation of a combination of Time of Arrival (TOA), Frequency of Arrival (FOA) and Angle of Arrival (AOA) measurements is presented. The proposed architecture comprises LEO satellites equipped with ADS-B receivers and phased array antennas. Performance is evaluated using the Cramér-Rao Lower Bound (CRLB). Simulations over the Atlantic Ocean assess different measurement combinations and constellation configurations. The results show that, with the appropriate design, the system achieves a localization accuracy that is compliant with the requirements of the air traffic control in route (ie, 350 m horizontal rms error).| File | Dimensione | Formato | |
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