Comparison of ADS-B Verification Methods: Direct TDOA and MLAT

Automatic Dependent Surveillance—Broadcast (ADS-B) is an emerging means of aeronautical surveillance for air traffic control. Aircraft periodically broadcast positional updates to ground stations. Although ADS-B outperforms traditional radars in terms of accuracy and update rate, position...

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Main Authors: Junichi Naganawa, Hiromi Miyazaki
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9881480/
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author Junichi Naganawa
Hiromi Miyazaki
author_facet Junichi Naganawa
Hiromi Miyazaki
author_sort Junichi Naganawa
collection DOAJ
description Automatic Dependent Surveillance—Broadcast (ADS-B) is an emerging means of aeronautical surveillance for air traffic control. Aircraft periodically broadcast positional updates to ground stations. Although ADS-B outperforms traditional radars in terms of accuracy and update rate, positional verification—a technique used to check the validity of the position report—is necessary to counter anomalies. In this study, two different methods were compared when the ground stations measure time difference of arrival (TDOA). One is direct; the test statistic is essentially the difference between the measurement and a prediction calculated from the position report. Another method is multilateration (MLAT)-based and two-step; the emitter position is firstly estimated, whereupon the difference between the estimated and reported positions constitutes the test statistic. As a result of the comparison, a performance difference, which depending on the number of receivers, was revealed. This is an useful suggestion for implementing ADS-B when the existing multilateration infrastructure is exploited.
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spelling doaj.art-efd2b17445b3430a877f92693737b6522022-12-22T04:26:27ZengIEEEIEEE Access2169-35362022-01-0110972769728810.1109/ACCESS.2022.32049439881480Comparison of ADS-B Verification Methods: Direct TDOA and MLATJunichi Naganawa0https://orcid.org/0000-0002-5899-5675Hiromi Miyazaki1https://orcid.org/0000-0003-1967-5369Electronic Navigation Research Institute (ENRI), National Institute of Maritime, Port and Aviation Technology (MPAT), Tokyo, JapanElectronic Navigation Research Institute (ENRI), National Institute of Maritime, Port and Aviation Technology (MPAT), Tokyo, JapanAutomatic Dependent Surveillance—Broadcast (ADS-B) is an emerging means of aeronautical surveillance for air traffic control. Aircraft periodically broadcast positional updates to ground stations. Although ADS-B outperforms traditional radars in terms of accuracy and update rate, positional verification—a technique used to check the validity of the position report—is necessary to counter anomalies. In this study, two different methods were compared when the ground stations measure time difference of arrival (TDOA). One is direct; the test statistic is essentially the difference between the measurement and a prediction calculated from the position report. Another method is multilateration (MLAT)-based and two-step; the emitter position is firstly estimated, whereupon the difference between the estimated and reported positions constitutes the test statistic. As a result of the comparison, a performance difference, which depending on the number of receivers, was revealed. This is an useful suggestion for implementing ADS-B when the existing multilateration infrastructure is exploited.https://ieeexplore.ieee.org/document/9881480/Automatic dependent surveillance—broadcast (ADS-B)multilateration (MLAT)time difference of arrival (TDOA)
spellingShingle Junichi Naganawa
Hiromi Miyazaki
Comparison of ADS-B Verification Methods: Direct TDOA and MLAT
IEEE Access
Automatic dependent surveillance—broadcast (ADS-B)
multilateration (MLAT)
time difference of arrival (TDOA)
title Comparison of ADS-B Verification Methods: Direct TDOA and MLAT
title_full Comparison of ADS-B Verification Methods: Direct TDOA and MLAT
title_fullStr Comparison of ADS-B Verification Methods: Direct TDOA and MLAT
title_full_unstemmed Comparison of ADS-B Verification Methods: Direct TDOA and MLAT
title_short Comparison of ADS-B Verification Methods: Direct TDOA and MLAT
title_sort comparison of ads b verification methods direct tdoa and mlat
topic Automatic dependent surveillance—broadcast (ADS-B)
multilateration (MLAT)
time difference of arrival (TDOA)
url https://ieeexplore.ieee.org/document/9881480/
work_keys_str_mv AT junichinaganawa comparisonofadsbverificationmethodsdirecttdoaandmlat
AT hiromimiyazaki comparisonofadsbverificationmethodsdirecttdoaandmlat