Assessment of cockpit information and control field using neural networks and methods

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Abstract

The paper deals with the methodology of estimating the cockpit information and control field using indicators of oculomotor activity and a probabilistic neural network, which is used to calculate the final estimate of the considered display version. This methodology was tested on the universal prototyping bench basis with the participation of pilots. The using of this methodology contributes to the rapid and qualitative ergonomic assessment of the cockpit information and control field, which in turn increases the efficiency of human-machine interaction and, as a consequence, the safety of air transportation.

General Information

Keywords: ergonomic assessment, oculomotor activity, cockpit information and control field, probabilistic neural network

Journal rubric: Data Analysis

Article type: scientific article

DOI: https://doi.org/10.17759/mda.2023130302

Acknowledgements. The authors are grateful for scientific and technical support Kuravsky L.S.

Received: 15.07.2023

Accepted:

For citation: Makhortov I.A., Greshnikov I.I. Assessment of cockpit information and control field using neural networks and methods. Modelirovanie i analiz dannikh = Modelling and Data Analysis, 2023. Vol. 13, no. 3, pp. 28–38. DOI: 10.17759/mda.2023130302. (In Russ., аbstr. in Engl.)

References

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Information About the Authors

Innokenty A. Makhortov, Student, Moscow State University of Psychology & Education, Engineer, State Research Institute of Aviation Systems (GosNIIAS), Moscow, Russia, e-mail: inok546@ya.ru

Ivan I. Greshnikov, PhD in Engineering, Lead Engineer, State Research Institute of Aviation Systems (GosNIIAS), Graduate Student, Moscow State University of Psychology and Education (MSUPE), Moscow, Russia, ORCID: https://orcid.org/0000-0001-5474-3094, e-mail: vvanes@mail.ru

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