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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...

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Detalles Bibliográficos
Autores principales: Velasco-Álvarez, Francisco, Fernández-Rodríguez, Álvaro, Vizcaíno-Martín, Francisco-Javier, Díaz-Estrella, Antonio, Ron-Angevin, Ricardo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
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.
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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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