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Experimental Psychology (Russia)

Publisher: Moscow State University of Psychology and Education

ISSN (printed version): 2072-7593

ISSN (online): 2311-7036

DOI: https://doi.org/10.17759/exppsy

License: CC BY-NC 4.0

Published since 2008

Published quarterly

Free of fees
Open Access Journal

 

Assessing the Pilot Condition According to Video Oculography Data and Parameters of Brain Alpha Rhythms by Modeling the Neural Activity 48

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Kuravsky L.S.
Doctor of Engineering, Dean of the Computer Science Faculty, Moscow State University of Psychology and Education, Moscow, Russia
ORCID: https://orcid.org/0000-0002-3375-8446
e-mail: l.s.kuravsky@gmail.com

Yuryev G.A.
PhD in Physics and Matematics, Professor, Moscow State University of Psychology and Education, Moscow, Russia
ORCID: https://orcid.org/0000-0002-2960-6562
e-mail: g.a.yuryev@gmail.com

Greshnikov I.I.
Lead Engineer, State Research Institute of Aviation Systems (GosNIIAS), Moscow, Russia
ORCID: https://orcid.org/0000-0001-5474-3094

Zlatomrezhev V.I.
Head of Laboratory, State Research Institute of Aviation Systems (GosNIIAS), Moscow, Russia
ORCID: https://orcid.org/0000-0003-1776-6881
e-mail: vizlatomr@2100.gosniias.ru

Polyakov B.Yu.
Graduate Student, Moscow State University of Psychology and Education, Moscow, Russia
ORCID: https://orcid.org/0000-0002-6457-9520
e-mail: deslion@yandex.ru

Orlova S.I.
PhD in Psychology, Senior Research Fellow, Moscow State University of Psychology, Moscow, Russia
ORCID: https://orcid.org/0000-0002-0284-5010
e-mail: zvita@list.ru

Yuryeva N.E.
PhD in Engineering, Research Fellow, Center for Computer Science Faculty for Psychological Research, Computer Science Faculty, Moscow State University of Psychology and Education, Moscow, Russia
ORCID: https://orcid.org/0000-0003-1419-876X
e-mail: yurieva.ne@gmail.com

Abstract
The H.R. Wilson and J.D. Cowan model of human brain neural activity is considered, which connects the latent (non-measurable) parameters of external excitation with the brain neuronal activity parameters which are available for observation, with alpha rhythm frequencies being in use in this capacity. By means of computational experiments, revealed are the ranges of latent parameters, which ensure the occurrence of the Poincaré—Andronov—Hopf bifurcation (transforming the spiral sink to the spiral source equilibrium point with a limit cycle, or vice versa) that leads, in the first approximation, to the appearance of alpha rhythms. Relative changes of the latent parameters representing external excitation are estimated through the primary indices of oculomotor activity (gaze movement entropies and gaze fixation durations), which makes it possible to assess the pilot proximity to falling into a low efficiency state, including the real time mode.

Keywords: video oculography, oculomotor activity indexes, alpha rhythm, pilot condition

Column: Labor Psychology

DOI: https://doi.org/10.17759/exppsy.2022150214

Received: 28.04.2022

Accepted: 01.06.2022

For Reference

References
  1. Arnol’d V.I. Dopolnitel’nye glavy teorii obyknovennykh differentsial’nykh uravnenii [Additional chapters of the theory of ordinary differential equations] M.: Nauka, 1978. 243 p. (In Russ.).
  2. Barabanschikov V.A., Zhegallo A.V. Registraciya i analyz napravlennosty vzora cheloveka [Registration and analysis of the orientation of a person’s gaze]. Moscow Pub-l: Institute of Psychology of the Russian Academy of Sciences, 2013. 316 p. (In Russ.).
  3. Patent № 2539004 C1 Rossiiskaya Federatsiya, MPK A61B 5/16, A61B 5/0476. Sposob kontrolya vykhoda cheloveka-operatora iz kontura upravleniya: № 2013134719/14: zayavl. 24.07.2013: opubl. 10.01.2015 / A. F. Iznak, N. V. Chayanov. EDN GXIGRL. (In Russ.).
  4. Patent № 2571891 C1 Rossiiskaya Federatsiya, MPK A61B 5/16. Ustroistvo dlya kontrolya vnimaniya operatora v sistemakh “chelovek-tekhnika”: № 2015102929/14: zayavl. 30.01.2015: opubl. 27.12.2015 / A.F. Iznak, N.V. Chayanov, E. V. Iznak. EDN MLVLDO. (In Russ.).
  5. Borghini G., Astolfi L., Vecchiato G., Mattia D., Babiloni F. Measuring neurophysiological signals in aircraft pilots and car drivers for the assessment of mental workload, fatigue and drowsiness. Biobehav. Rev. 2014. Vol. 44, pp. 58—75.
  6. Greshnikov I.I., Kuravsky L.S., Yuryev G.A. Principles of Developing a Software and Hardware Complex for Crew Intelligent Support and Training Level Assessment. Modelirovanie i analiz dannykh = Modelling and Data Analysis, 2021. Vol. 11, no. 2, pp. 5—30. DOI: 10.17759/mda.2021110201 (In Russ., аbstr. in Engl.).
  7. Hu X., Lodewijks G. Detecting fatigue in car drivers and aircraft pilots by using non-invasive measures: The value of differentiation of sleepiness and mental fatigue. Journal of Safety Research, 2020. Vol. 72, pp. 173—187.
  8. Iznak A.F., Chayanov N.V. Subjective correlates of outbreaks of the alpha rhythm in the human EEG during visual-motor operator activity // Problems of scientific. Tests were performed. in the region. psychol. Health / Ministry of Health of the USSR Academy of Medical Sciences of the USSR, 1989. 24—30. (In Russian)
  9. Kuznetsov Yu.A. Elements of Applied Bifurcation Theory (Third ed.). New York: Springer-Verlag, 2004.
  10. Kuravsky L.S. Discriminant Analysis Based on the Approaches of Quantum Computing. Lobachevskii Journal of Mathematics, 2020. Vol. 41, no. 12, pp. 2338—2344.
  11. Kuravsky L.S. Modeling Dynamical Behavior of Stochastic Systems: Spectral Analysis of Qubit Representations vs the Mutual Markovian Model Likelihood Estimations. Lobachevskii Journal of Mathematics, 2021. Vol. 42, no. 10, pp. 2364—2376.
  12. Kuravsky L.S., Greshnikov I.I. Optimizing the mutual arrangement of pilot indicators on an aircraft dashboard and analysis of this procedure from the viewpoint of quantum representations. Journal of Applied Engineering Science, 2021, no. 4. DOI: 10.5937/jaes0-31855
  13. Kuravsky L.S., Yuryev G.A., Zlatomrezhev V.I. New approaches for assessing the activities of operators of complex technical systems. Eksperimental’naya psikhologiya = Experimental psychology (Russia), 2019. Vol. 12, no. 4, pp. 27—49. DOI: 10.17759/exppsy.2019120403
  14. Kuravsky L.S., Yuryev G.A., Zlatomrezhev V.I., Greshnikov I.I., Polyakov B.Y. An approach to diagnostics based on video oculography data analysis. The British Institute of Non-Destructive Testing. 17th International Conference on Condition Monitoring and Asset Management, London, Virtual, 15— 17 June 2021.
  15. Kuravsky L.S., Yuryev G.A., Zlatomrezhev V.I., Greshnikov I.I., Polyakov B.Y. Assessing the Aircraft Crew Activity Basing on Video Oculography Data. Eksperimental’naya psikhologiya = Experimental Psychology (Russia), 2021. Vol. 14, no. 1, pp. 204—222. DOI: 10.17759/exppsy.2021140110
  16. Kuravsky L.S., Yuryev G.A., Zlatomrezhev V.I., Yuryeva N.E., Mikhaylov A.Y. Evaluating the Contribution of Human Factor to Performance Characteristics of Complex Technical Systems. Modelirovanie i analiz dannykh = Modelling and Data Analysis, 2020. Vol. 10, no. 1, pp. 7—34. DOI: 10.17759/ mda.2020100101
  17. Tran Y., Craig A., Craig R., Chai R., Nguyen H. The influence of mental fatigue on brain activity: Evidence from a systematic review with meta-analyses. Psychophysiology. 2020. 57(5):e13554. DOI: 10.1111/psyp.13554
  18. Wilson H.R., Cowan J.D. Excitatory and inhibitory interactions in localized populations of model neurons. Biophysical J., 1972. Vol. 12(1), pp. 1—24. DOI: 10.1016/S0006-3495(72)86068-5
  19. Wilson H.R. Mathematical models of neural tissue. In: Cooperative Effects, Progress in Synergetics (ed. Haken). Amsterdam: North-Holland Publ. Co., 1974.
 
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