Assessing the Pilot Condition According to Video Oculography Data and Parameters of Brain Alpha Rhythms by Modeling the Neural Activity-Reference-Cited by-同舟云学术

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

Published:2022 Issue:2 Volume:15 Page:194-212
ISSN:2072-7593
Container-title:Experimental Psychology (Russia)
language:
Short-container-title:

Author:

Kuravsky L.S.¹^ORCID,Yuryev G.A.¹^ORCID,Greshnikov I.I.²^ORCID,Zlatomrezhev V.I.²^ORCID,Polyakov B.Y.¹^ORCID,Orlova S.I.³^ORCID,Yuryeva N.E.¹^ORCID

Affiliation:

1. Moscow State University of Psychology and Education

2. State Research Institute of Aviation Systems (GosNIIAS)

3. Moscow State University of Psychology

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.

Publisher

Federal State-Financed Educational Institution of Higher Education Moscow State University of Psychology and Education

Subject

General Earth and Planetary Sciences,General Environmental Science

Link

https://psyjournals.ru/en/journals/exppsy/archive/2022_n2/Kuravsky_et_al_en.pdf

Reference19 articles.

1. Arnolâd V.I. Dopolnitelânye glavy teorii obyknovennykh differentsialânykh 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 personâs gaze]. Moscow Pub-l: Institute of Psychology of the Russian Academy of Sciences, 2013. 316 p. (In Russ.).

3. Patent â 2539004 C1 Rossiiskaya Federatsiya, MPK A61B 5/16, A61B 5/0476. Sposob kontrolya vykhoda cheloveka-operatora iz kontura upravleniya: â 2013134719/14: zayavl. 24.07.2013: opubl. 10.01.2015 / A. F. Iznak, N. V. Chayanov. EDN GXIGRL. (In Russ.).

4. Patent â 2571891 C1 Rossiiskaya Federatsiya, MPK A61B 5/16. Ustroistvo dlya kontrolya vnimaniya operatora v sistemakh âchelovek-tekhnikaâ: â 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. 58â75.