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Debuffering Timestamped ADS-B Records for Kinematic Applications

Paper ID

ATM-2023-064

Conference

USA/Europe ATM R&D Seminar

Year

2023

Theme

Advanced communication, surveillance and navigation

Project Name

Keywords:

ADS-B, aircraft tracking, aviation data

Authors

Zhuoxuan Cao, David Lovell, Aishwarya Bokil and Seth Young

DOI

Project Number

Abstract

Because the Automated Dependent Surveillance – Broadcast (ADS-B) data format does not include explicit timing information, messages are typically time-stamped upon receipt, after they have passed through a number of buffering steps associated with demodulating and decoding the signal. These queues push apparent message arrival times later in time, and more importantly, affect the inter-arrival times between messages, which can then have downstream impacts when trying to use time-based kinematic data such as velocities and accelerations. This paper demonstrates how this buffering process manifests itself, and introduces a queueing based debuffering algorithm to ameliorate the situation. Two forms of validation are offered, one based on the numerical integration of rate-of-climb data to produce elevation, and one based on implicit timestamp differences derived from the native ADS-B data stream.