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 inMedical & biological engineering & computing Vol. 54; no. 10; pp. 1503 - 1513
Main Authors Vecchiato, Giovanni, Borghini, Gianluca, Aricò, Pietro, Graziani, Ilenia, Maglione, Anton Giulio, Cherubino, Patrizia, Babiloni, Fabio
Format Journal Article
LanguageEnglish
Published Berlin/Heidelberg Springer Berlin Heidelberg 01.10.2016
Springer Nature B.V
Subjects
Online AccessGet full text
ISSN0140-0118
1741-0444
DOI10.1007/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.
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
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BackLink https://www.ncbi.nlm.nih.gov/pubmed/26645694$$D View this record in MEDLINE/PubMed
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Keywords Alertness
Flight simulator
Vigilance
Brain computer interface
Electroencephalography
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springer_journals_10_1007_s11517_015_1420_6
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Springer Nature B.V
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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
URI https://link.springer.com/article/10.1007/s11517-015-1420-6
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