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Towards Human-Automation Teamwork in Shared En-Route Air Traffic Control: Task Analysis | IEEE Conference Publication | IEEE Xplore

Towards Human-Automation Teamwork in Shared En-Route Air Traffic Control: Task Analysis


Abstract:

In the quest for more efficient air traffic management, a common approach is to allocate an increasing amount of functionality to higher levels of automation, with a supe...Show More

Abstract:

In the quest for more efficient air traffic management, a common approach is to allocate an increasing amount of functionality to higher levels of automation, with a supervisory role for humans. This potentially leads to forthcoming issues such as skill degradation and out-of-the-loop phenomenon. If the traffic in an airspace is instead shared between a human operator and an automated system, with specific flights fully delegated to automation, operators can maintain their skills and stay actively involved in controlling the rest of the traffic. This does, however, lead to new forms of mixed conflicts, where two flights are controlled by different agents. A smart flight allocation strategy, starting with the delegation of basic flights requiring little monitoring or cognitive effort, is expected to improve combined human-automation performance. In this paper, we present flowcharts to model en-route air traffic controller cognitive think and action processes in two core tasks: conflict detection and resolution. We qualitatively describe the impact of delegating flights to automation and the associated introduction of mixed conflicts. Once empirically validated and quantified in follow-up research, these models can be used to design flight allocation strategies for future human-automation teams.
Date of Conference: 17-19 November 2022
Date Added to IEEE Xplore: 19 December 2022
ISBN Information:
Conference Location: Orlando, FL, USA
References is not available for this document.

I. Introduction

The air traffic management (ATM) community is increasingly advocating higher levels of automation (LOA) to improve efficiency and capacity, with a more strategic supervisory role for humans [1]. The Single European Sky ATM Research (SESAR) program envisions a future in which air traffic control (ATC) tasks are increasingly automated, starting with information analysis, followed by decision and action selection, and finally action implementation [2]. At the same time, the system's autonomy should increase with more actions being initiated without human intervention. Nevertheless, air traffic control officers (ATCOs) are expected to play an important role in supervising these systems and to intervene when automation falls short [3].

Select All
1.
T. Prevot, J. R. Homola, L. H. Martin, J. S. Mercer and C. D. D. Cabrall, "Toward Automated Air Traffic Control - Investigating a Fundamental Paradigm Shift in Human/Systems Interaction", International Journal of Human-Computer Interaction, vol. 28, no. 2, pp. 77-98, 2012.
2.
European ATM Master Plan 2020, 2019.
3.
U. Metzger and R. Parasuraman, "Automation in Future Air Traffic Management: Effects of Decision Aid Reliability on Controller Performance and Mental Workload", Human Factors, vol. 47, no. 1, pp. 35-49, 2005.
4.
M. R. Endsley, "From Here to Autonomy: Lessons Learned from Human-Automation Research", Human Factors, vol. 59, no. 1, pp. 5-27, 2017.
5.
J. S. Mercer, C. Gabets, A. N. Gomez, T. Edwards, N. Bienert, L. Claudatos, et al., "How Important is Conflict Detection to the Conflict Resolution Task?", Advances in Human Aspects of Transportation, pp. 103-115, 2017.
6.
B. Strauch, "Ironies of Automation: Still Unresolved After All These Years", IEEE Transactions on Human-Machine Systems, vol. 48, no. 5, pp. 419-433, 2018.
7.
T. A. O’Neill, N. J. McNeese, A. Barron and B. Schelble, "Human–Autonomy Teaming: A Review and Analysis of the Empirical Literature", Human Factors, vol. 64, no. 5, pp. 904-938, 2022.
8.
P. Hendrickx and A. Tisza, "EUROCONTROL Maastricht Upper Area Control Centre OPS Automation Strategy", 2019, [online] Available: https://skybrary.aero/bookshelf/books/5341.pdf.
9.
A. Drew and N. Makins, "Initial Study of the Executive Controller and ‘Problem-Free’ Groups", Eurocontrol Tech. Rep, 1994.
10.
T. Prevot, P. Lee, N. Smith and E. Palmer, "ATC Technologies for Controller-Managed and Autonomous Flight Operations", AIAA Guidance Navigation and Control Conference, 2005.
11.
B. Korn, V. Mollwitz, T. Finck, C. Edinger and S. Tittel, "Validating Sectorless ATM in the Hungarian Airspace: Results of Human in the Loop Simulations", 2020 Integrated Communications Navigation and Surveillance Conference (ICNS), 2020.
12.
A. R. Schmitt, C. Edinger and B. Korn, "Balancing Controller Workload Within a Sectorless ATM Concept", CEAS Aeronautical Journal, vol. 2, pp. 35-41, 2011.
13.
G. de Rooij, C. Borst, M. M. van Paassen and M. Mulder, "Flight Allocation in Shared Human-Automation En-Route Air Traffic Control", International Symposium on Aviation Psychology, pp. 172-177, 2021.
14.
K. W. Kallus, D. Van Damme and A. Dittmann, "Integrated Task and Job Analysis of Air Traffic Controllers - Phase 2: Task Analysis of En-route Controllers", Eurocontrol Tech. Rep, 1999.
15.
A. Dittmann, K. W. Kallus and D. Van Damme, "Integrated Task and Job Analysis of Air Traffic Controllers - Phase 3: Baseline Reference of Air Traffic Controller Tasks and Cognitive Processes in the ECAC Area", Eurocontrol Tech. Rep, 2000.
16.
C. Westin, C. Borst and B. Hilburn, "Strategic Conformance: Overcoming Acceptance Issues of Decision Aiding Automation?", IEEE Transactions on Human-Machine Systems, vol. 46, no. 1, pp. 41-52, 2016.
17.
S. Corver and G. Grote, "Uncertainty Management in Enroute Air Traffic Control: A Field Study Exploring Controller Strategies and Requirements for Automation", Cognition Technology Work, vol. 18, no. 3, pp. 541-565, 2016.
18.
M. Bekier, B. R. C. Molesworth and A. Williamson, "Tipping Point: The Narrow Path between Automation Acceptance and Rejection in Air Traffic Management", Safety Science, vol. 50, no. 2, pp. 259-265, 2012.
19.
T. Z. Strybel, K. P. L. Vu, D. L. Chiappe, C. A. Morgan, G. Morales and V. Battiste, "Effects of NextGen Concepts of Operation for Separation Assurance and Interval Management on Air Traffic Controller Situation Awareness Workload and Performance", International Journal of Aviation Psychology, vol. 26, no. 1-2, pp. 1-14, 2016.
20.
J. Rasmussen, Information Processing and Human-Machine Interaction: An Approach to Cognitive Engineering, New York, NY, USA:Elsevier Science Inc, 1986.
21.
J.-M. Hoc and X. Carlier, "Role of a Common Frame of Reference in Cognitive Cooperation: Sharing Tasks between Agents in Air Traffic Control", Cognition Technology Work, vol. 4, no. 1, pp. 37-47, 2002.
22.
B. Kirwan and M. Flynn, "Investigating Air Traffic Controller Conflict Resolution Strategies", Eurocontrol Brussels Tech. Rep, 2002.
23.
E. M. Rantanen and A. Nunes, "Hierarchical Conflict Detection in Air Traffic Control", The International Journal of Aviation Psychology, vol. 15, no. 4, pp. 339-362, 2005.
24.
S. Fothergill and A. Neal, "Conflict-Resolution Heuristics for En Route Air Traffic Management", Proc. Human Factors and Ergonomics Society 57th Annual Meeting, pp. 71-75, 2013.
25.
J. M. Hoekstra, J. B. Maas, M. A. P. Tra and E. Sunil, "How Do Layered Airspace Design Parameters Affect Airspace Capacity and Safety?", 7th International Conference on Research in Air Transportation, 2016.
26.
P. Renner, D. Rohács, G. Papp and F. Kling, "The Effects of the Introduction of Free Route (HUFRA Hungarian Free Route Airspace) in the Hungarian Airspace", Eighth SESAR Innovation Days, 2018.
27.
B. Hilburn, "Cognitive Complexity in Air Traffic Control - A Literature Review", Eurocontrol Tech. Rep, 2004.
28.
S. Loft, P. M. Sanderson, A. Neal and M. Mooij, "Modeling and Predicting Mental Workload in En Route Air Traffic Control: Critical Review and Broader Implications", Human Factors, vol. 49, no. 3, pp. 376-399, 2007.
29.
U. Metzger and R. Parasuraman, "The Role of the Air Traffic Controller in Future Air Traffic Management: An Empirical Study of Active Control Versus Passive Monitoring", Human Factors, vol. 43, no. 4, pp. 519-528, 2001.
30.
M. Jans, C. Borst, M. M. van Paassen and M. Mulder, "Effect of ATC Automation Transparency on Acceptance of Resolution Advisories", IFAC PapersOnLine, vol. 52, no. 19, pp. 353-358, 2019.

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References

References is not available for this document.