Literature DB >> 33436950

Shedding light on the prefrontal correlates of mental workload in simulated driving: a functional near-infrared spectroscopy study.

Christoph F Geissler1, Jörn Schneider2, Christian Frings3.   

Abstract

Optimal mental workload plays a key role in driving performance. Thus, driver-assisting systems that automatically adapt to a drivers current mental workload via brain-computer interfacing might greatly contribute to traffic safety. To design economic brain computer interfaces that do not compromise driver comfort, it is necessary to identify brain areas that are most sensitive to mental workload changes. In this study, we used functional near-infrared spectroscopy and subjective ratings to measure mental workload in two virtual driving environments with distinct demands. We found that demanding city environments induced both higher subjective workload ratings as well as higher bilateral middle frontal gyrus activation than less demanding country environments. A further analysis with higher spatial resolution revealed a center of activation in the right anterior dorsolateral prefrontal cortex. The area is highly involved in spatial working memory processing. Thus, a main component of drivers' mental workload in complex surroundings might stem from the fact that large amounts of spatial information about the course of the road as well as other road users has to constantly be upheld, processed and updated. We propose that the right middle frontal gyrus might be a suitable region for the application of powerful small-area brain computer interfaces.

Entities:  

Year:  2021        PMID: 33436950      PMCID: PMC7804012          DOI: 10.1038/s41598-020-80477-w

Source DB:  PubMed          Journal:  Sci Rep        ISSN: 2045-2322            Impact factor:   4.379


  35 in total

1.  Different activation dynamics in multiple neural systems during simulated driving.

Authors:  Vince D Calhoun; James J Pekar; Vince B McGinty; Tulay Adali; Todd D Watson; Godfrey D Pearlson
Journal:  Hum Brain Mapp       Date:  2002-07       Impact factor: 5.038

2.  Wavelet-based motion artifact removal for functional near-infrared spectroscopy.

Authors:  Behnam Molavi; Guy A Dumont
Journal:  Physiol Meas       Date:  2012-01-25       Impact factor: 2.833

3.  Reduced but broader prefrontal activity in patients with schizophrenia during n-back working memory tasks: a multi-channel near-infrared spectroscopy study.

Authors:  Shinsuke Koike; Ryu Takizawa; Yukika Nishimura; Masaru Kinou; Shingo Kawasaki; Kiyoto Kasai
Journal:  J Psychiatr Res       Date:  2013-06-03       Impact factor: 4.791

4.  Longtime driving induced cerebral hemodynamic elevation and behavior degradation as assessed by functional near-infrared spectroscopy and a voluntary attention test.

Authors:  Ting Li; Yu Lin; Yuan Gao; Fulin Zhong
Journal:  J Biophotonics       Date:  2018-08-03       Impact factor: 3.207

5.  Event-related changes of the prefrontal cortex oxygen delivery and metabolism during driving measured by hyperspectral fNIRS.

Authors:  Reyhaneh Nosrati; Kristin Vesely; Tom A Schweizer; Vladislav Toronov
Journal:  Biomed Opt Express       Date:  2016-03-16       Impact factor: 3.732

6.  Alcohol intoxication effects on simulated driving: exploring alcohol-dose effects on brain activation using functional MRI.

Authors:  Vince D Calhoun; James J Pekar; Godfrey D Pearlson
Journal:  Neuropsychopharmacology       Date:  2004-11       Impact factor: 7.853

7.  Driver fatigue: electroencephalography and psychological assessment.

Authors:  Saroj K L Lal; Ashley Craig
Journal:  Psychophysiology       Date:  2002-05       Impact factor: 4.016

8.  Greater Activity in the Frontal Cortex on Left Curves: A Vector-Based fNIRS Study of Left and Right Curve Driving.

Authors:  Noriyuki Oka; Kayoko Yoshino; Kouji Yamamoto; Hideki Takahashi; Shuguang Li; Toshiyuki Sugimachi; Kimihiko Nakano; Yoshihiro Suda; Toshinori Kato
Journal:  PLoS One       Date:  2015-05-19       Impact factor: 3.240

9.  Functional brain imaging using near-infrared spectroscopy during actual driving on an expressway.

Authors:  Kayoko Yoshino; Noriyuki Oka; Kouji Yamamoto; Hideki Takahashi; Toshinori Kato
Journal:  Front Hum Neurosci       Date:  2013-12-24       Impact factor: 3.169

10.  Comparable Cerebral Oxygenation Patterns in Younger and Older Adults during Dual-Task Walking with Increasing Load.

Authors:  Sarah A Fraser; Olivier Dupuy; Philippe Pouliot; Frédéric Lesage; Louis Bherer
Journal:  Front Aging Neurosci       Date:  2016-10-20       Impact factor: 5.750

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  4 in total

1.  Lifestyle Matters: Effects of Habitual Physical Activity on Driving Skills in Older Age.

Authors:  Evrim Gökçe; Robert Stojan; Melanie Mack; Otmar Bock; Claudia Voelcker-Rehage
Journal:  Brain Sci       Date:  2022-05-06

2.  fNIRS-Based Upper Limb Motion Intention Recognition Using an Artificial Neural Network for Transhumeral Amputees.

Authors:  Neelum Yousaf Sattar; Zareena Kausar; Syed Ali Usama; Umer Farooq; Muhammad Faizan Shah; Shaheer Muhammad; Razaullah Khan; Mohamed Badran
Journal:  Sensors (Basel)       Date:  2022-01-18       Impact factor: 3.576

3.  Illuminating the prefrontal neural correlates of action sequence disassembling in response-response binding.

Authors:  Christoph F Geissler; Christian Frings; Birte Moeller
Journal:  Sci Rep       Date:  2021-11-24       Impact factor: 4.379

4.  Investigating mental workload-induced changes in cortical oxygenation and frontal theta activity during simulated flights.

Authors:  Anneke Hamann; Nils Carstengerdes
Journal:  Sci Rep       Date:  2022-04-19       Impact factor: 4.996

  4 in total

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