Modelling and Data Analysis
2023. Vol. 13, no. 3, 28–38
doi:10.17759/mda.2023130302
ISSN: 2219-3758 / 2311-9454 (online)
Assessment of cockpit information and control field using neural networks and methods
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.)
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