Department of Computer Graphics and Multimedia

Applying Pilots Models for Safer Aircraft

Czech title:Aplikování Modelů Pilotů pro Bezpečnější Letadla
Reseach leader:Herout Adam
Team leaders:Černocký Jan, Smrž Pavel, Zemčík Pavel
Team members:Behúň Kamil, Fér Radek, Grézl František, Kobes Michal (UPGM FIT VUT), Mošner Ladislav (FIT VUT), Novotný Ondřej, Pavelková Alena, Popková Anna (FIT VUT), Schwarz Petr, Silnova Anna, Skácel Miroslav, Ščavnický Tomáš (FIT VUT)
Agency:7th Framework programme - Cooperation
Code:7E13047, 605141
Start:2013-09-01
End:2016-08-31
Keywords:human centered design, cockpit, multimodal in-/output, cognitive pilot model, automation, real time, dynamic risk assessment, human centred automation, validation, cognitive model, situation awarenes
Annotation:
The A-PiMod proposal addresses improved flight safety by proposing a new approach to human centred cockpit design, which expands the understanding of the human factor in joint human-machine system, taking into account increasing levels of operational complexity and new operational concepts (SESAR). The project will advance concepts for a fully adaptive and human centered automation, through the integration of Pilot behavioural and cognitive models with automation models - resulting in the generation of real time inferences about the Pilot state and mental picture. With this capability it will be able to support, in an adaptive and cooperative way, the total set of functions (both human and automation) necessary to the achievement of a safe flight under a performance driven ATM system (SESAR). In order to do so, the A-PiMod concept depends on an innovative multimodal human-machine interface, which provides a higher level of human-machine interactivity. This advanced interface will be coupled to a dynamic risk assessment evaluation tool, which enables the detection of potential safety gaps due to loss of Situational Awareness for example. This will further enhance the safety improvements of the proposed A-PiMOD human centred automation design, and associated cockpit interface. In addition, the project will advance new training concepts and allied interactive training tools, exploiting real time pilot or crew state inference. This will ensure that pilots become better and faster aware of the new design philosophy and of how to interact with the new systems. In addition to the extensive cockpit based validation exercises, more system based evaluations will be undertaken, to understand the broader safety and operational impact of the A-PiMOD system. Together with the A-PiMod Advisory Board and the industry participation, this will ensure that project results are taken up by the market in the earliest possible phase of new cockpit design.

Publications

2016ŽMOLÍKOVÁ Kateřina, KARAFIÁT Martin, VESELÝ Karel, DELCROIX Marc, WATANABE Shinji, BURGET Lukáš and ČERNOCKÝ Jan. Data selection by sequence summarizing neural network in mismatch condition training. In: Proceedings of Interspeech 2016. San Francisco: International Speech Communication Association, 2016, pp. 2354-2358. ISBN 978-1-5108-3313-5.
2015BEHÚŇ Kamil, HEROUT Adam and PAVELKOVÁ Alena. Hand Gestures in Aeronautics Cockpit as a Cue for Crew State and Workload Inference. In: Proceedings of ITSC 2015. Las Palmas: The Universidad de Las Palmas de Gran Canaria, 2015, pp. 1-6. ISBN 0-00-000000-0.
 PAVELKOVÁ Alena, HEROUT Adam and BEHÚŇ Kamil. Usability of Pilot's Gaze in Aeronautic Cockpit for Safer Aircraft. In: Proceedings of ITSC 2015. Las Palmas: The Universidad de Las Palmas de Gran Canaria, 2015, pp. 1-6. ISBN 978-1-4673-6595-6.
2014BEHÚŇ Kamil, HEROUT Adam and PÁLDY Alexander. Kinect-Supported Dataset Creation for Human Pose Estimation. In: Proceedings of Spring Conference on Computer Graphics. Smolenice: Comenius University in Bratislava, 2014, pp. 88-95. ISBN 978-80-223-3601-7.

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