Hamann, Anneke and Carstengerdes, Nils (2022) On using fNIRS in the cockpit: Frontal cortical oxygenation changes as a means of measuring mental workload in simulated flights. 47. Jahrestagung Psychologie und Gehirn, 2022-06-16 - 2022-06-18, Freiburg.
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Abstract
Flying an aircraft puts high cognitive demands on the pilot. If the demands exceed the pilot’s cognitive resources, this may lead to errors and severe, if not fatal, consequences. A continuous and objective assessment of mental workload could indicate when to provide assistance to the pilots, even before performance declines. A viable candidate for such an assessment is functional near-infrared spectroscopy (fNIRS). In the present study, we used fNIRS to assess mental workload changes in a flight task. 35 participants completed a 40-minute simulated flight with an incorporated adapted n-back task: The participants had to perform course corrections in accordance with the n-back task in four difficulty levels (0- to 3-back). We assessed n-back performance and oxygenation changes in the dorsolateral prefrontal cortex. Our results show that performance in the n-back task was stable between the 0- and 1-back conditions, then decreased linearly with each higher n-back level. fNIRS data showed a decrease in deoxygenated hemoglobin (Hbr) with increasing n-back level. More precisely, using Hbr, we could discriminate all n-back levels apart from the two highest. We conclude that while fNIRS was not sensitive to higher levels of demand where performance already showed a steady decline, it was indeed sensitive even to slight elevations of cognitive demand that did not yet impair performance. In consequence, fNIRS is a promising method for mental workload assessment and its application in the aviation domain.
Item URL in elib: | https://elib.dlr.de/185828/ | ||||||||||||
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Document Type: | Conference or Workshop Item (Poster) | ||||||||||||
Title: | On using fNIRS in the cockpit: Frontal cortical oxygenation changes as a means of measuring mental workload in simulated flights | ||||||||||||
Authors: |
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Date: | June 2022 | ||||||||||||
Refereed publication: | Yes | ||||||||||||
Open Access: | No | ||||||||||||
Gold Open Access: | No | ||||||||||||
In SCOPUS: | No | ||||||||||||
In ISI Web of Science: | No | ||||||||||||
Status: | Published | ||||||||||||
Keywords: | mental workload; performance; fNIRS; functional near-infrared spectroscopy; aviation; pilot | ||||||||||||
Event Title: | 47. Jahrestagung Psychologie und Gehirn | ||||||||||||
Event Location: | Freiburg | ||||||||||||
Event Type: | national Conference | ||||||||||||
Event Start Date: | 16 June 2022 | ||||||||||||
Event End Date: | 18 June 2022 | ||||||||||||
HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||
HGF - Program: | Aeronautics | ||||||||||||
HGF - Program Themes: | Air Transportation and Impact | ||||||||||||
DLR - Research area: | Aeronautics | ||||||||||||
DLR - Program: | L AI - Air Transportation and Impact | ||||||||||||
DLR - Research theme (Project): | L - Human Factors | ||||||||||||
Location: | Braunschweig | ||||||||||||
Institutes and Institutions: | Institute of Flight Guidance > Systemergonomy | ||||||||||||
Deposited By: | Hamann, Dr. Anneke | ||||||||||||
Deposited On: | 28 Jun 2022 11:15 | ||||||||||||
Last Modified: | 24 Apr 2024 20:47 |
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