The aim of the study was to validate a
methodology for professional pilots’ neurophysiological
assessment to improve training program tailoring and
management. In particular, the assessment focused on
quantifying (i) mental workload, (ii) stress level (iii) and the
cooperation degree between the two members of the crews. Two
groups of pilots were involved in the experiments: Experienced
and Unexperienced. Additionally, the Instructor was
responsible to provide subjective evaluation about the pilots’
mental states and cooperation. During the entire flight
simulations, the pilots’ brain activity was acquired through the
Electroencephalography (EEG). The results demonstrated that
it is possible to quantify operators’ mental states and degree of
cooperation while dealing with flight simulations under realistic
settings. Pilots’ mental workload and stress behavioral levels
resulted to be positively and significantly correlated with the
corresponding neurophysiological measurements (all R > 0.6, all
p < 0.05), while cooperation was observed to be higher (p < 0.05)
for the Experienced than the Unexperienced. Although the
results are preliminary, they show how the capability of
quantifying pilots’ mental states and cooperation while dealing
with tasks will provide the instructors with additional and
objective information. In particular, this information would
allow for tailoring the training sessions based on crew’s
behavior.
Dettaglio pubblicazione
2023, 2023 IEEE International Workshop on Technologies for Defense and Security (TechDefense), Pages 77-82
Cooperation and mental states neurophysiological assessment for pilots’ training and expertise evaluation (04b Atto di convegno in volume)
Borghini Gianluca, Giorgi Andrea, Ronca Vincenzo, Mezzadri Lorenzo, Capotorto Rossella, Aricò Pietro, Di Flumeri Gianluca, Babiloni Fabio
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