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Gaming control using a wearable and wireless EEG-based brain-computer interface device with novel dry foam-based sensors
A brain-computer interface (BCI) is a communication system that can help users interact with the outside environment by translating brain signals into machine commands. The use of electroencephalographic (EEG) signals has become the most common approach for a BCI because of their usability and stron...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3283495/ https://www.ncbi.nlm.nih.gov/pubmed/22284235 http://dx.doi.org/10.1186/1743-0003-9-5 |
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author | Liao, Lun-De Chen, Chi-Yu Wang, I-Jan Chen, Sheng-Fu Li, Shih-Yu Chen, Bo-Wei Chang, Jyh-Yeong Lin, Chin-Teng |
author_facet | Liao, Lun-De Chen, Chi-Yu Wang, I-Jan Chen, Sheng-Fu Li, Shih-Yu Chen, Bo-Wei Chang, Jyh-Yeong Lin, Chin-Teng |
author_sort | Liao, Lun-De |
collection | PubMed |
description | A brain-computer interface (BCI) is a communication system that can help users interact with the outside environment by translating brain signals into machine commands. The use of electroencephalographic (EEG) signals has become the most common approach for a BCI because of their usability and strong reliability. Many EEG-based BCI devices have been developed with traditional wet- or micro-electro-mechanical-system (MEMS)-type EEG sensors. However, those traditional sensors have uncomfortable disadvantage and require conductive gel and skin preparation on the part of the user. Therefore, acquiring the EEG signals in a comfortable and convenient manner is an important factor that should be incorporated into a novel BCI device. In the present study, a wearable, wireless and portable EEG-based BCI device with dry foam-based EEG sensors was developed and was demonstrated using a gaming control application. The dry EEG sensors operated without conductive gel; however, they were able to provide good conductivity and were able to acquire EEG signals effectively by adapting to irregular skin surfaces and by maintaining proper skin-sensor impedance on the forehead site. We have also demonstrated a real-time cognitive stage detection application of gaming control using the proposed portable device. The results of the present study indicate that using this portable EEG-based BCI device to conveniently and effectively control the outside world provides an approach for researching rehabilitation engineering. |
format | Online Article Text |
id | pubmed-3283495 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-32834952012-02-22 Gaming control using a wearable and wireless EEG-based brain-computer interface device with novel dry foam-based sensors Liao, Lun-De Chen, Chi-Yu Wang, I-Jan Chen, Sheng-Fu Li, Shih-Yu Chen, Bo-Wei Chang, Jyh-Yeong Lin, Chin-Teng J Neuroeng Rehabil Research A brain-computer interface (BCI) is a communication system that can help users interact with the outside environment by translating brain signals into machine commands. The use of electroencephalographic (EEG) signals has become the most common approach for a BCI because of their usability and strong reliability. Many EEG-based BCI devices have been developed with traditional wet- or micro-electro-mechanical-system (MEMS)-type EEG sensors. However, those traditional sensors have uncomfortable disadvantage and require conductive gel and skin preparation on the part of the user. Therefore, acquiring the EEG signals in a comfortable and convenient manner is an important factor that should be incorporated into a novel BCI device. In the present study, a wearable, wireless and portable EEG-based BCI device with dry foam-based EEG sensors was developed and was demonstrated using a gaming control application. The dry EEG sensors operated without conductive gel; however, they were able to provide good conductivity and were able to acquire EEG signals effectively by adapting to irregular skin surfaces and by maintaining proper skin-sensor impedance on the forehead site. We have also demonstrated a real-time cognitive stage detection application of gaming control using the proposed portable device. The results of the present study indicate that using this portable EEG-based BCI device to conveniently and effectively control the outside world provides an approach for researching rehabilitation engineering. BioMed Central 2012-01-28 /pmc/articles/PMC3283495/ /pubmed/22284235 http://dx.doi.org/10.1186/1743-0003-9-5 Text en Copyright ©2012 Liao et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Liao, Lun-De Chen, Chi-Yu Wang, I-Jan Chen, Sheng-Fu Li, Shih-Yu Chen, Bo-Wei Chang, Jyh-Yeong Lin, Chin-Teng Gaming control using a wearable and wireless EEG-based brain-computer interface device with novel dry foam-based sensors |
title | Gaming control using a wearable and wireless EEG-based brain-computer interface device with novel dry foam-based sensors |
title_full | Gaming control using a wearable and wireless EEG-based brain-computer interface device with novel dry foam-based sensors |
title_fullStr | Gaming control using a wearable and wireless EEG-based brain-computer interface device with novel dry foam-based sensors |
title_full_unstemmed | Gaming control using a wearable and wireless EEG-based brain-computer interface device with novel dry foam-based sensors |
title_short | Gaming control using a wearable and wireless EEG-based brain-computer interface device with novel dry foam-based sensors |
title_sort | gaming control using a wearable and wireless eeg-based brain-computer interface device with novel dry foam-based sensors |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3283495/ https://www.ncbi.nlm.nih.gov/pubmed/22284235 http://dx.doi.org/10.1186/1743-0003-9-5 |
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