Experimental Psychology (Russia)
2024. Vol. 17, no. 1, 161–180
doi:10.17759/exppsy.2024170111
ISSN: 2072-7593 / 2311-7036 (online)
Mathematical Model of the Pilot Associated Activities and Its Application for Objective Professional Training and Condition Assessment
Abstract
A new approach to analysis and diagnostics of the pilots’ activities is presented, which makes it possible to compare both different options of the aircraft cockpit information and control field and the professional training of flight personnel from the viewpoint of application effectiveness. A mathematical model of the associated activities in use represents the pilot work via the matrix of transition probabilities, where transitions occur between the operations he performs. The approach under consideration is based on the convolution of the applied Markovian processes, which are created using the pilot activity protocols, into the quantum representations, making it possible to reveal the structure of these processes by the quantum spectral analysis. Application of the quantum filtering makes it possible to obtain quantitative diagnostic assessments of the pilot activity. Analysis of the experimental results for pilots of various training levels is given to demonstrate the possibility for assessing their professional skills as well as the prospects for using the proposed methods.
General Information
Keywords: crew performance assessment, quantum representations, quantum filtering, Markovian processes
Journal rubric: Psychology of Labor and Engineering Psychology
Article type: scientific article
DOI: https://doi.org/10.17759/exppsy.2024170111
Received: 04.10.2023
For citation: Kuravsky L.S., Kozyrev A.D., Greshnikov I.I. Mathematical Model of the Pilot Associated Activities and Its Application for Objective Professional Training and Condition Assessment. Eksperimental'naâ psihologiâ = Experimental Psychology (Russia), 2024. Vol. 17, no. 1, pp. 161–180. DOI: 10.17759/exppsy.2024170111. (In Russ., аbstr. in Engl.)
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