Investigation of the effect of EEG-BCI on the simultaneous execution of flight simulation and attentional tasks
Brain–computer interfaces (BCIs) are widely used for clinical applications and exploited to design robotic and interactive systems for healthy people. We provide evidence to control a sensorimotor electroencephalographic (EEG) BCI system while piloting a flight simulator and attending a double atten...
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Published in | Medical & biological engineering & computing Vol. 54; no. 10; pp. 1503 - 1513 |
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Main Authors | , , , , , , |
Format | Journal Article |
Language | English |
Published |
Berlin/Heidelberg
Springer Berlin Heidelberg
01.10.2016
Springer Nature B.V |
Subjects | |
Online Access | Get full text |
ISSN | 0140-0118 1741-0444 |
DOI | 10.1007/s11517-015-1420-6 |
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Abstract | Brain–computer interfaces (BCIs) are widely used for clinical applications and exploited to design robotic and interactive systems for healthy people. We provide evidence to control a sensorimotor electroencephalographic (EEG) BCI system while piloting a flight simulator and attending a double attentional task simultaneously. Ten healthy subjects were trained to learn how to manage a flight simulator, use the BCI system, and answer to the attentional tasks independently. Afterward, the EEG activity was collected during a first flight where subjects were required to concurrently use the BCI, and a second flight where they were required to simultaneously use the BCI and answer to the attentional tasks. Results showed that the concurrent use of the BCI system during the flight simulation does not affect the flight performances. However, BCI performances decrease from the 83 to 63 % while attending additional alertness and vigilance tasks. This work shows that it is possible to successfully control a BCI system during the execution of multiple tasks such as piloting a flight simulator with an extra cognitive load induced by attentional tasks. Such framework aims to foster the knowledge on BCI systems embedded into vehicles and robotic devices to allow the simultaneous execution of secondary tasks. |
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AbstractList | Brain-computer interfaces (BCIs) are widely used for clinical applications and exploited to design robotic and interactive systems for healthy people. We provide evidence to control a sensorimotor electroencephalographic (EEG) BCI system while piloting a flight simulator and attending a double attentional task simultaneously. Ten healthy subjects were trained to learn how to manage a flight simulator, use the BCI system, and answer to the attentional tasks independently. Afterward, the EEG activity was collected during a first flight where subjects were required to concurrently use the BCI, and a second flight where they were required to simultaneously use the BCI and answer to the attentional tasks. Results showed that the concurrent use of the BCI system during the flight simulation does not affect the flight performances. However, BCI performances decrease from the 83 to 63 % while attending additional alertness and vigilance tasks. This work shows that it is possible to successfully control a BCI system during the execution of multiple tasks such as piloting a flight simulator with an extra cognitive load induced by attentional tasks. Such framework aims to foster the knowledge on BCI systems embedded into vehicles and robotic devices to allow the simultaneous execution of secondary tasks. Brain–computer interfaces (BCIs) are widely used for clinical applications and exploited to design robotic and interactive systems for healthy people. We provide evidence to control a sensorimotor electroencephalographic (EEG) BCI system while piloting a flight simulator and attending a double attentional task simultaneously. Ten healthy subjects were trained to learn how to manage a flight simulator, use the BCI system, and answer to the attentional tasks independently. Afterward, the EEG activity was collected during a first flight where subjects were required to concurrently use the BCI, and a second flight where they were required to simultaneously use the BCI and answer to the attentional tasks. Results showed that the concurrent use of the BCI system during the flight simulation does not affect the flight performances. However, BCI performances decrease from the 83 to 63 % while attending additional alertness and vigilance tasks. This work shows that it is possible to successfully control a BCI system during the execution of multiple tasks such as piloting a flight simulator with an extra cognitive load induced by attentional tasks. Such framework aims to foster the knowledge on BCI systems embedded into vehicles and robotic devices to allow the simultaneous execution of secondary tasks. |
Author | Vecchiato, Giovanni Cherubino, Patrizia Borghini, Gianluca Graziani, Ilenia Maglione, Anton Giulio Aricò, Pietro Babiloni, Fabio |
Author_xml | – sequence: 1 givenname: Giovanni orcidid: 0000-0001-6037-5806 surname: Vecchiato fullname: Vecchiato, Giovanni email: giovanni.vecchiato@uniroma1.it organization: Department of Physiology and Pharmacology, Sapienza University of Rome – sequence: 2 givenname: Gianluca surname: Borghini fullname: Borghini, Gianluca organization: BrainSigns srl, IRCCS “Fondazione Santa Lucia” – sequence: 3 givenname: Pietro surname: Aricò fullname: Aricò, Pietro organization: Department of Physiology and Pharmacology, Sapienza University of Rome, BrainSigns srl – sequence: 4 givenname: Ilenia surname: Graziani fullname: Graziani, Ilenia organization: Department of Physiology and Pharmacology, Sapienza University of Rome, BrainSigns srl – sequence: 5 givenname: Anton Giulio surname: Maglione fullname: Maglione, Anton Giulio organization: Department of Physiology and Pharmacology, Sapienza University of Rome, BrainSigns srl – sequence: 6 givenname: Patrizia surname: Cherubino fullname: Cherubino, Patrizia organization: Department of Physiology and Pharmacology, Sapienza University of Rome, BrainSigns srl – sequence: 7 givenname: Fabio surname: Babiloni fullname: Babiloni, Fabio organization: BrainSigns srl, IRCCS “Fondazione Santa Lucia”, Department of Molecular Medicine, Sapienza University of Rome |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/26645694$$D View this record in MEDLINE/PubMed |
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Snippet | Brain–computer interfaces (BCIs) are widely used for clinical applications and exploited to design robotic and interactive systems for healthy people. We... Brain-computer interfaces (BCIs) are widely used for clinical applications and exploited to design robotic and interactive systems for healthy people. We... |
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SubjectTerms | Adult Analysis Attention Aviation Biomedical and Life Sciences Biomedical Engineering and Bioengineering Biomedicine Brain Brain-Computer Interfaces Computer Applications Computer science Computer Simulation Control systems Design engineering Electroencephalography Electroencephalography - methods Experiments Flight simulation Flight simulators Human Physiology Human-computer interface Humans Imaging Original Article Radiology Robotics Signal Processing, Computer-Assisted Software Studies Task Performance and Analysis Tasks User interface Young Adult |
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Title | Investigation of the effect of EEG-BCI on the simultaneous execution of flight simulation and attentional tasks |
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