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Engineering Proceedings, Volume 28, Issue 1

2022 OpenSky 2022 - 19 articles

The 10th OpenSky Symposium

Delft, The Netherlands | 10–11 November 2022

Volume Editors:
Michael Schultz, Universität der Bundeswehr München, Germany
Junzi Sun, Delft University of Technology, The Netherlands
Xavier Olive, The French Aerospace Lab, France
Martin Strohmeier, OpenSky Network, Switzerland

Cover Story: Since its launch in 2013, the OpenSky Network has quickly evolved to a large-scale air traffic control data collection and sharing platform. With more than 4500 sensors registered across the globe and more than 25,000 users, the OpenSky Network is greatly contributing towards the vision of a more efficient, secure, and reliable operation of airspace by providing open accessibility of air traffic control data to the public. The 10th OpenSky Symposium is a two-day event hosted by the Delft University of Technology in the Netherlands, on 10 and 11 November 2022. The event is targeted at anyone interested in data-based aviation research. The Symposium serves as a forum to discuss new ideas, the network itself, and research activities around OpenSky.
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Articles (19)

  • Proceeding Paper
  • Open Access
1 Citations
4,271 Views
7 Pages

28 January 2023

Controller–pilot data link communications (CPDLC) is a digital protocol and part of air navigation systems where Air Traffic Control (ATC) can text an aircraft instead of engaging in voice communications. This research used a CPDLC receiver at...

  • Proceeding Paper
  • Open Access
2 Citations
3,865 Views
10 Pages

Using MobilityDB and Grafana for Aviation Trajectory Analysis

  • Adam Broniewski,
  • Mohammad Ismail Tirmizi,
  • Esteban Zimányi and
  • Mahmoud Sakr

10 January 2023

Air traffic management (ATM) requires the handling big data of moving objects, such as flight trajectories. There is, however, a lack of specialized tools for trajectory-data management, where the spatiotemporal data are first class citizens. Instead...

  • Proceeding Paper
  • Open Access
1,994 Views
9 Pages

27 December 2022

It is well established that the climate impact of aircraft non-CO2 emissions can be reduced by optimising flight routes to avoid climate-sensitive areas. Little research has been conducted, however, on the effect of residual emissions from nearby air...

  • Proceeding Paper
  • Open Access
1,755 Views
9 Pages

26 December 2022

Exposure to high levels of noise negatively affects human health. The noise produced by aircraft engines is strong enough to reach well beyond the limits suggested by the World Health Organisation (WHO) and it is estimated that the health and well-be...

  • Proceeding Paper
  • Open Access
1 Citations
2,062 Views
9 Pages

ATC Level Tactical Manoeuvring during Descent for Mitigating Impact of ADS-B Message Injection Cyber Attack

  • Mohd Ruzeiny Kamaruzzaman,
  • Mohammad Delwar Hossain,
  • Yuzo Taenaka and
  • Youki Kadobayashi

21 December 2022

To reduce delays caused by an ADS-B Message Injection attack, we propose an Air Traffic Control (ATC) level tactical manoeuvring framework for maintaining safe flight trajectories while reducing diversion from the original trajectory during the desce...

  • Proceeding Paper
  • Open Access
1 Citations
3,373 Views
10 Pages

Analysis of Helicopter Flights in Urban Environments for UAV Traffic Management

  • David Hünemohr,
  • Maximilian Bauer,
  • Jan Kleikemper and
  • Markus Peukert

20 December 2022

Future air mobility will consist of increased unmanned aerial vehicle (UAV) traffic operating in urban areas. Currently, the lower airspace in these environments is mainly used by traffic operating under visual flight rules, particularly helicopters...

  • Proceeding Paper
  • Open Access
9 Citations
10,685 Views
10 Pages

Environmental Footprint of Private and Business Jets

  • Junzi Sun,
  • Xavier Olive and
  • Martin Strohmeier

21 December 2022

Civil aviation contributes to rising global greenhouse gas emissions. Flights carried out by private and business jets are only a very small fraction of commercial passenger flights. However, these private flights are extremely environmentally ineffi...

  • Proceeding Paper
  • Open Access
4 Citations
3,172 Views
10 Pages

Terminal Manoeuvre Area Effects on Aircraft Engine Dust Ingestion

  • Daniel Rotherham,
  • Nicholas Bojdo,
  • Antonio Filippone and
  • Ben Parkes

20 December 2022

Aircraft manufacturers and airlines invest large amounts of money into making air travel more sustainable to reduce the effects of global warming. Extending the in-service life of aeroengines through route optimisation is one method to contribute to...

  • Proceeding Paper
  • Open Access
13 Citations
3,793 Views
10 Pages

GNSS Jamming and Its Effect on Air Traffic in Eastern Europe

  • Benoit Figuet,
  • Manuel Waltert,
  • Michael Felux and
  • Xavier Olive

20 December 2022

Global navigation satellite systems technology is at the core of modern air traffic navigation. Aircraft use it to estimate their position, while air navigation service providers rely on services such as automatic dependent surveillance broadcast whi...

  • Proceeding Paper
  • Open Access
2 Citations
3,896 Views
7 Pages

16 December 2022

The proliferation of open-source flight data has been heralded throughout the aviation industry, from air traffic service providers seeking efficiencies to the voyeuristic tracking of celebrity aircraft movements. However, the rise of open-source dat...

  • Proceeding Paper
  • Open Access
1 Citations
8,889 Views
10 Pages

Evading the Public Eye: On Astroturfing in Open Aviation Data

  • Martin Strohmeier,
  • Xavier Olive and
  • Junzi Sun

15 December 2022

The usage of large private and business jets, from those owned by Elon Musk to Kylie Jenner and Bernard Arnault, has recently attracted considerable attention in many countries. Enabled by open and crowdsourced aircraft tracking systems based on the...

  • Proceeding Paper
  • Open Access
2,913 Views
9 Pages

15 December 2022

In ATC Tracking applications, the barometric altitude of measured aircraft is predominantly used as a substitute for the geometric altitude in slant range correction of Radar target reports, introducing position errors. With ADS-B being frequently av...

  • Proceeding Paper
  • Open Access
2 Citations
4,046 Views
10 Pages

15 December 2022

To date, statistical analyses of aircraft trajectories have been under-exploited in the Airspace Traffic Management (ATM) literature. One reason is the need for advanced methods to tackle the high sampling irregularities and temporal correlations tha...

  • Proceeding Paper
  • Open Access
1,697 Views
9 Pages

Aircraft Go-Arounds Associated to Vessel Traffic: Hamburg Finkenwerder Case Study

  • Emy Arts,
  • Alexander Kamtsiuris,
  • Florian Raddatz and
  • Gerko Wende

15 December 2022

An aircraft go-around is a costly yet safety critical procedure. While there are many reasons to decide that a go-around is necessary, at Hamburg Finkenwerder airport (EDHI) there is a rather peculiar one: vessel traffic crossing the approach path. A...

  • Proceeding Paper
  • Open Access
3 Citations
3,656 Views
10 Pages

Construction of a Radar Cross-Section Database Using ADS-B Data from the OpenSky Network

  • Milan Rozel,
  • Nicolas Gonçalves,
  • Alec Reygrobellet and
  • Pierre Bruneel

15 December 2022

Building a labeled database usually requires extensive work when the labeling is not automated. This paper presents a methodology to build a labeled database of aircraft radar signature (specifically radar cross section) using the OpenSky Network dat...

  • Proceeding Paper
  • Open Access
2,297 Views
6 Pages

14 December 2022

In the past year, the author has been using the OpenSky ressources for teaching purposes in the context of Software-Engineering courses for undergraduates at the Darmstadt University of Applied Sciences (Germany). Challenges in using the OpenSky-Onli...

  • Proceeding Paper
  • Open Access
2 Citations
2,619 Views
10 Pages

13 December 2022

A safe integration of drone operations at very low levels, especially for beyond visual line-of-sight operations, must come with proper modeling of the mid-air collision risk at lower altitudes. In this paper, we present a state-of-the-art quantitati...

  • Proceeding Paper
  • Open Access
3 Citations
4,855 Views
10 Pages

Large Landing Trajectory Dataset for Go-Around Analysis

  • Raphael Monstein,
  • Benoit Figuet,
  • Timothé Krauth,
  • Manuel Waltert and
  • Marcel Dettling

13 December 2022

The analysis and prediction of go-arounds, also referred to as missed approaches, is an active field of research due to the go-around’s impact on safety and the disruption of the traffic flow at airports. The advent of open-source aircraft traj...

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Eng. Proc. - ISSN 2673-4591