Cooperation between humans and machines: First results of an experiment with a multi-level cooperative organisation in air traffic control
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The increasing air traffic and the ensuing increasing burden on air traffic controllers suggest to attempt to provide enhanced assistance to air traffic controllers. As it is difficult to reduce the number of primary tasks, a solution is to give active assistance to controllers by means of computer tools that allow for optimal control in order to maintain the level of safety and at the same time regulate the air traffic controllers' workload. The objective of our research is to propose and validate a new organisation of air traffic control. It aims at integrating both levels of the organisation of air traffic control: a tactical level managed by a radar controller and a strategic level managed by a organic controller. Our study at first addresses the tactical level, aiming at ‘horizontal cooperation’ consisting in dynamic allocation of control tasks between a human air traffic controller and an assistance tool. The results of this first approach has oriented the study toward the implementation of a scheduling module for the tactical level. This paper reports the functionalities of air-traffic control and the results of few preceding experiments. A description of the new multi-level organisation is given, to conduce to the presentation of experimental platform, experimental protocol and the first results of experiments.
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air traffic control, dynamic task allocation, human-machine cooperation, load evaluation, tasks allocation criterion
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Number of citations to item: 35
- JEAN-MICHEL HOC (2001): Towards a cognitive approach to human–machine cooperation in dynamic situations, In: International Journal of Human-Computer Studies 4(54), doi:10.1006/ijhc.2000.0454
- F. Flemisch, D. Abbink, M. Itoh, M-P. Pacaux-Lemoine, G. Weßel (2016): Shared control is the sharp end of cooperation: Towards a common framework of joint action, shared control and human machine cooperation, In: IFAC-PapersOnLine 19(49), doi:10.1016/j.ifacol.2016.10.464
- Marin Le Guillou, Laurent Prévot, Bruno Berberian (2022): Bringing Together Ergonomic Concepts and Cognitive Mechanisms for Human—AI Agents Cooperation, In: International Journal of Human–Computer Interaction 9(39), doi:10.1080/10447318.2022.2129741
- Magnus Nylin, Jimmy Johansson Westberg, Jonas Lundberg (2022): Reduced autonomy workspace (RAW)—an interaction design approach for human-automation cooperation, In: Cognition, Technology & Work 2(24), doi:10.1007/s10111-022-00695-2
- F. Flemisch, D. A. Abbink, M. Itoh, M.-P. Pacaux-Lemoine, G. Weßel (2019): Joining the blunt and the pointy end of the spear: towards a common framework of joint action, human–machine cooperation, cooperative guidance and control, shared, traded and supervisory control, In: Cognition, Technology & Work 4(21), doi:10.1007/s10111-019-00576-1
- Marc Berg (1999): Accumulating and Coordinating: Occasions for Information Technologies in Medical Work, In: Computer Supported Cooperative Work (CSCW) 4(8), doi:10.1023/a:1008757115404
- M.-P. Pacaux-Lemoine, T. Poulain, S. Debernard (2013): Human-Machine Cooperation and manufacturing system, In: IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society, doi:10.1109/iecon.2013.6700521
- Frank Flemisch, Yigiterkut Canpolat, Eugen Altendorf, Gina Wesel, Makoto Itoh, Frank Flemisch, Marcel Baltzer, Marie-Pierre Pacaux-Lemoine, David Abbink, Paul Schutte (2017): Shared and cooperative control of ground and air vehicles: Introduction and general overview, In: 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC), doi:10.1109/smc.2017.8122717
- M.P. Lemoine, P. Millot, S. Debernard (2000): Human-machine cooperation in air traffic control, In: 1997 IEEE International Conference on Systems, Man, and Cybernetics. Computational Cybernetics and Simulation, doi:10.1109/icsmc.1997.635177
- M.P. Pacaux-Lemoine, S. Debernard (2002): Common work space for human–machine cooperation in air traffic control, In: Control Engineering Practice 5(10), doi:10.1016/s0967-0661(01)00060-0
- Torsten Maier, Saeed Abdullah, Christopher McComb, Jessica Menold (2021): A Query Conundrum: The Mental Challenges of Using a Cognitive Assistant, In: SN Computer Science 3(2), doi:10.1007/s42979-021-00621-9
- Gabriele Cimolino, T.C. Nicholas Graham (2022): Two Heads Are Better Than One: A Dimension Space for Unifying Human and Artificial Intelligence in Shared Control, In: CHI Conference on Human Factors in Computing Systems, doi:10.1145/3491102.3517610
- Claudio Palasciano, César Toscano, Rafael Arrais, Narciso Manuel Sobral, Fabio Floreani, Michele Sesana, Marco Taisch (2021): A Predictive Simulation and Optimization Architecture based on a Knowledge Engineering User Interface to Support Operator 4.0, In: IFAC-PapersOnLine 1(54), doi:10.1016/j.ifacol.2021.08.038
- Salvatore La Delfa, Simon Enjalbert, Philippe Polet, Frédéric Vanderhaegen (2016): Eco-driving command for tram-driver system**Authors would like to thank ECOVIGIDRIV project members, the Fonds Unique Interministriel and the Nord Pas de Calais region., In: IFAC-PapersOnLine 19(49), doi:10.1016/j.ifacol.2016.10.616
- Marie-Pierre Pacaux-Lemoine, Frank Flemisch (2016): Layers of Shared and Cooperative Control, assistance and automation, In: IFAC-PapersOnLine 19(49), doi:10.1016/j.ifacol.2016.10.479
- Agung Sedaju, Ika Nurul Qamari, Heru Kurnianto Tjahjono (2024): Industry 4.0 Human Machine Integration in Rail Transportation Manufacture, In: Advances in Finance, Accounting, and Economics, doi:10.4018/979-8-3693-1942-0.ch017
- Marie-Pierre Pacaux-Lemoine, Frank Flemisch (2018): Layers of shared and cooperative control, assistance, and automation, In: Cognition, Technology & Work 4(21), doi:10.1007/s10111-018-0537-4
- Patrick Millot, Marie‐Pierre Pacaux‐Lemoine (2014): Human–Machine Cooperation and Situation Awareness, In: Designing Human–Machine Cooperation Systems, doi:10.1002/9781118984390.ch9
- Marie-Pierre Pacaux-Lemoine, Frederic Vanderhaegen (2013): Towards Levels of Cooperation, In: 2013 IEEE International Conference on Systems, Man, and Cybernetics, doi:10.1109/smc.2013.56
- Patrick Millot, Marie-Pierre Pacaux-Lemoine (2013): A Common Work Space for a mutual enrichment of Human-machine Cooperation and Team-Situation Awareness, In: IFAC Proceedings Volumes 15(46), doi:10.3182/20130811-5-us-2037.00061
- Ann Britt Miberg Skjerve, Gyrd Skraaning (2004): The quality of human-automation cooperation in human-system interface for nuclear power plants, In: International Journal of Human-Computer Studies 5(61), doi:10.1016/j.ijhcs.2004.06.001
- Canjun Yang, Yuanchao Zhu, Yanhu Chen (2022): A Review of Human–Machine Cooperation in the Robotics Domain, In: IEEE Transactions on Human-Machine Systems 1(52), doi:10.1109/thms.2021.3131684
- F. Vanderhaegen (1997): Multilevel organization design: The case of the air traffic control, In: Control Engineering Practice 3(5), doi:10.1016/s0967-0661(97)00016-6
- M.-P. Pacaux, S.A. Debernard Godin, B. Rajaonah, F. Anceaux, F. Vanderhaegen (2011): Levels of automation and human-machine cooperation: Application to human-robot interaction, In: IFAC Proceedings Volumes 1(44), doi:10.3182/20110828-6-it-1002.00312
- Ziwang Yi, Beiyuan Guo, Hao Du (2021): Aimed at Situation Awareness Enhancement: Dynamic Situation Awareness Circle and Experimental Verification, In: Lecture Notes in Networks and Systems, doi:10.1007/978-3-030-79760-7_73
- David Annebicque, Serge Debernard, Thierry Poulain, Igor Crevits (2008): AMANDA V3: Toward a Common Workspace between Air Traffic Controllers, In: First International Conference on Advances in Computer-Human Interaction, doi:10.1109/achi.2008.47
- Marie-Pierre Pacaux-Lemoine, Damien Trentesaux, Gabriel Zambrano Rey, Patrick Millot (2017): Designing intelligent manufacturing systems through Human-Machine Cooperation principles: A human-centered approach, In: Computers & Industrial Engineering, doi:10.1016/j.cie.2017.05.014
- M.P. Pacaux-Lemoine, S. Debernard (2000): A Common Work Space to Support the Air Traffic Control, In: IFAC Proceedings Volumes 12(33), doi:10.1016/s1474-6670(17)37280-4
- Serge Debernard, Bernard Riera, Thierry Poulain (2014): The Common Work Space for the Support of Supervision and Human–Machine Cooperation, In: Designing Human–Machine Cooperation Systems, doi:10.1002/9781118984390.ch8
- B. Riera, S. Debernard (2000): Human-machine cooperation and supervisory control of automated processes, In: ETFA 2001. 8th International Conference on Emerging Technologies and Factory Automation. Proceedings (Cat. No.01TH8597), doi:10.1109/etfa.2001.996424
- P. Millot, M.P. Lemoine (2000): An attempt for generic concepts toward human-machine cooperation, In: SMC'98 Conference Proceedings. 1998 IEEE International Conference on Systems, Man, and Cybernetics (Cat. No.98CH36218), doi:10.1109/icsmc.1998.725555
- Benoît Guiost, Serge Debernard (2007): Common Work Space or How to Support Cooperative Activities Between Human Operators and Machine: Application to Air Traffic Control, In: Lecture Notes in Computer Science, doi:10.1007/978-3-540-73331-7_75
- Marie‐Pierre Pacaux‐Lemoine (2014): Human–Machine Cooperation Principles to Support Life‐Critical Systems Management, In: Risk Management in Life‐Critical Systems, doi:10.1002/9781118639351.ch12
- D. Annebicque, I. Crévits, P. Millot, S. Debernard (2010): Choice, sorting and ranking in aerial conflict management, In: IFAC Proceedings Volumes 13(43), doi:10.3182/20100831-4-fr-2021.00007
- Jean-Michel Hoc (2000): From human – machine interaction to human – machine cooperation, In: Ergonomics 7(43), doi:10.1080/001401300409044