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Brain–Computer Interface (BCI) Control of a Virtual Assistant in a Smartphone to Manage Messaging Applications
Brain–computer interfaces (BCI) are a type of assistive technology that uses the brain signals of users to establish a communication and control channel between them and an external device. BCI systems may be a suitable tool to restore communication skills in severely motor-disabled patients, as BCI...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8199460/ https://www.ncbi.nlm.nih.gov/pubmed/34073602 http://dx.doi.org/10.3390/s21113716 |
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author | Velasco-Álvarez, Francisco Fernández-Rodríguez, Álvaro Vizcaíno-Martín, Francisco-Javier Díaz-Estrella, Antonio Ron-Angevin, Ricardo |
author_facet | Velasco-Álvarez, Francisco Fernández-Rodríguez, Álvaro Vizcaíno-Martín, Francisco-Javier Díaz-Estrella, Antonio Ron-Angevin, Ricardo |
author_sort | Velasco-Álvarez, Francisco |
collection | PubMed |
description | Brain–computer interfaces (BCI) are a type of assistive technology that uses the brain signals of users to establish a communication and control channel between them and an external device. BCI systems may be a suitable tool to restore communication skills in severely motor-disabled patients, as BCI do not rely on muscular control. The loss of communication is one of the most negative consequences reported by such patients. This paper presents a BCI system focused on the control of four mainstream messaging applications running in a smartphone: WhatsApp, Telegram, e-mail and short message service (SMS). The control of the BCI is achieved through the well-known visual P300 row-column paradigm (RCP), allowing the user to select control commands as well as spelling characters. For the control of the smartphone, the system sends synthesized voice commands that are interpreted by a virtual assistant running in the smartphone. Four tasks related to the four mentioned messaging services were tested with 15 healthy volunteers, most of whom were able to accomplish the tasks, which included sending free text e-mails to an address proposed by the subjects themselves. The online performance results obtained, as well as the results of subjective questionnaires, support the viability of the proposed system. |
format | Online Article Text |
id | pubmed-8199460 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-81994602021-06-14 Brain–Computer Interface (BCI) Control of a Virtual Assistant in a Smartphone to Manage Messaging Applications Velasco-Álvarez, Francisco Fernández-Rodríguez, Álvaro Vizcaíno-Martín, Francisco-Javier Díaz-Estrella, Antonio Ron-Angevin, Ricardo Sensors (Basel) Article Brain–computer interfaces (BCI) are a type of assistive technology that uses the brain signals of users to establish a communication and control channel between them and an external device. BCI systems may be a suitable tool to restore communication skills in severely motor-disabled patients, as BCI do not rely on muscular control. The loss of communication is one of the most negative consequences reported by such patients. This paper presents a BCI system focused on the control of four mainstream messaging applications running in a smartphone: WhatsApp, Telegram, e-mail and short message service (SMS). The control of the BCI is achieved through the well-known visual P300 row-column paradigm (RCP), allowing the user to select control commands as well as spelling characters. For the control of the smartphone, the system sends synthesized voice commands that are interpreted by a virtual assistant running in the smartphone. Four tasks related to the four mentioned messaging services were tested with 15 healthy volunteers, most of whom were able to accomplish the tasks, which included sending free text e-mails to an address proposed by the subjects themselves. The online performance results obtained, as well as the results of subjective questionnaires, support the viability of the proposed system. MDPI 2021-05-26 /pmc/articles/PMC8199460/ /pubmed/34073602 http://dx.doi.org/10.3390/s21113716 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Velasco-Álvarez, Francisco Fernández-Rodríguez, Álvaro Vizcaíno-Martín, Francisco-Javier Díaz-Estrella, Antonio Ron-Angevin, Ricardo Brain–Computer Interface (BCI) Control of a Virtual Assistant in a Smartphone to Manage Messaging Applications |
title | Brain–Computer Interface (BCI) Control of a Virtual Assistant in a Smartphone to Manage Messaging Applications |
title_full | Brain–Computer Interface (BCI) Control of a Virtual Assistant in a Smartphone to Manage Messaging Applications |
title_fullStr | Brain–Computer Interface (BCI) Control of a Virtual Assistant in a Smartphone to Manage Messaging Applications |
title_full_unstemmed | Brain–Computer Interface (BCI) Control of a Virtual Assistant in a Smartphone to Manage Messaging Applications |
title_short | Brain–Computer Interface (BCI) Control of a Virtual Assistant in a Smartphone to Manage Messaging Applications |
title_sort | brain–computer interface (bci) control of a virtual assistant in a smartphone to manage messaging applications |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8199460/ https://www.ncbi.nlm.nih.gov/pubmed/34073602 http://dx.doi.org/10.3390/s21113716 |
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