Assistive Robot Arm Controlled by a P300-based Brain Machine Interface for Daily Activities

Descripción del Articulo

This work was supported by FONDECYT from CONCYTEC, Peru. Contract 112-2017 and project grant J004-2016.
Detalles Bibliográficos
Autores: Achanccaray D., Chau J.M., Pirca J., Sepulveda F., Hayashibe M.
Formato: objeto de conferencia
Fecha de Publicación:2019
Institución:Consejo Nacional de Ciencia Tecnología e Innovación
Repositorio:CONCYTEC-Institucional
Lenguaje:inglés
OAI Identifier:oai:repositorio.concytec.gob.pe:20.500.12390/529
Enlace del recurso:https://hdl.handle.net/20.500.12390/529
https://doi.org/10.1109/NER.2019.8717042
Nivel de acceso:acceso abierto
Materia:Task executions
Brain
Object recognition
Robotic arms
Stereo image processing
Stereo vision
3D coordinates
Assistive robots
Assistive system
Brain machine interface
Calculation error
Healthy subjects
https://purl.org/pe-repo/ocde/ford#2.02.02
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oai_identifier_str oai:repositorio.concytec.gob.pe:20.500.12390/529
network_acronym_str CONC
network_name_str CONCYTEC-Institucional
repository_id_str 4689
dc.title.none.fl_str_mv Assistive Robot Arm Controlled by a P300-based Brain Machine Interface for Daily Activities
title Assistive Robot Arm Controlled by a P300-based Brain Machine Interface for Daily Activities
spellingShingle Assistive Robot Arm Controlled by a P300-based Brain Machine Interface for Daily Activities
Achanccaray D.
Task executions
Brain
Object recognition
Robotic arms
Stereo image processing
Stereo vision
3D coordinates
Assistive robots
Assistive system
Assistive system
Brain machine interface
Calculation error
Healthy subjects
https://purl.org/pe-repo/ocde/ford#2.02.02
title_short Assistive Robot Arm Controlled by a P300-based Brain Machine Interface for Daily Activities
title_full Assistive Robot Arm Controlled by a P300-based Brain Machine Interface for Daily Activities
title_fullStr Assistive Robot Arm Controlled by a P300-based Brain Machine Interface for Daily Activities
title_full_unstemmed Assistive Robot Arm Controlled by a P300-based Brain Machine Interface for Daily Activities
title_sort Assistive Robot Arm Controlled by a P300-based Brain Machine Interface for Daily Activities
author Achanccaray D.
author_facet Achanccaray D.
Chau J.M.
Pirca J.
Sepulveda F.
Hayashibe M.
author_role author
author2 Chau J.M.
Pirca J.
Sepulveda F.
Hayashibe M.
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Achanccaray D.
Chau J.M.
Pirca J.
Sepulveda F.
Hayashibe M.
dc.subject.none.fl_str_mv Task executions
topic Task executions
Brain
Object recognition
Robotic arms
Stereo image processing
Stereo vision
3D coordinates
Assistive robots
Assistive system
Assistive system
Brain machine interface
Calculation error
Healthy subjects
https://purl.org/pe-repo/ocde/ford#2.02.02
dc.subject.es_PE.fl_str_mv Brain
Object recognition
Robotic arms
Stereo image processing
Stereo vision
3D coordinates
Assistive robots
Assistive system
Assistive system
Brain machine interface
Calculation error
Healthy subjects
dc.subject.ocde.none.fl_str_mv https://purl.org/pe-repo/ocde/ford#2.02.02
description This work was supported by FONDECYT from CONCYTEC, Peru. Contract 112-2017 and project grant J004-2016.
publishDate 2019
dc.date.accessioned.none.fl_str_mv 2024-05-30T23:13:38Z
dc.date.available.none.fl_str_mv 2024-05-30T23:13:38Z
dc.date.issued.fl_str_mv 2019
dc.type.none.fl_str_mv info:eu-repo/semantics/conferenceObject
format conferenceObject
dc.identifier.isbn.none.fl_str_mv 9781538679210
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.12390/529
dc.identifier.doi.none.fl_str_mv https://doi.org/10.1109/NER.2019.8717042
dc.identifier.scopus.none.fl_str_mv 2-s2.0-85066739160
identifier_str_mv 9781538679210
2-s2.0-85066739160
url https://hdl.handle.net/20.500.12390/529
https://doi.org/10.1109/NER.2019.8717042
dc.language.iso.none.fl_str_mv eng
language eng
dc.relation.ispartof.none.fl_str_mv International IEEE/EMBS Conference on Neural Engineering, NER
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv IEEE Computer Society
publisher.none.fl_str_mv IEEE Computer Society
dc.source.none.fl_str_mv reponame:CONCYTEC-Institucional
instname:Consejo Nacional de Ciencia Tecnología e Innovación
instacron:CONCYTEC
instname_str Consejo Nacional de Ciencia Tecnología e Innovación
instacron_str CONCYTEC
institution CONCYTEC
reponame_str CONCYTEC-Institucional
collection CONCYTEC-Institucional
repository.name.fl_str_mv Repositorio Institucional CONCYTEC
repository.mail.fl_str_mv repositorio@concytec.gob.pe
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spelling Publicationrp00657500rp00884600rp00883600rp00885600rp00882600Achanccaray D.Chau J.M.Pirca J.Sepulveda F.Hayashibe M.2024-05-30T23:13:38Z2024-05-30T23:13:38Z20199781538679210https://hdl.handle.net/20.500.12390/529https://doi.org/10.1109/NER.2019.87170422-s2.0-85066739160This work was supported by FONDECYT from CONCYTEC, Peru. Contract 112-2017 and project grant J004-2016.This work proposes an assistive system for everyday activities composed by a brain machine interface (BMI) based on P300 to choose a predefined task, a robot arm to perform the chosen task, and a stereo vision subsystem developed with two cameras for object recognition and coordinates calculation. The system was tested with eight healthy subjects; its results were greater BMI accuracies, lower 3D coordinates calculation error, and lower task execution time than similar systems. However, it should be tested with disabled subjects to provide more reliable end-user results. Regardless, this system is suitable to assist healthy subjects for performing reaching task to grasp objects in daily activities, and the intuitive interface would be useful for disabled subjects.Consejo Nacional de Ciencia, Tecnología e Innovación Tecnológica - ConcytecengIEEE Computer SocietyInternational IEEE/EMBS Conference on Neural Engineering, NERinfo:eu-repo/semantics/openAccessTask executionsBrain-1Object recognition-1Robotic arms-1Stereo image processing-1Stereo vision-13D coordinates-1Assistive robots-1Assistive system-1Assistive system-1Brain machine interface-1Calculation error-1Healthy subjects-1https://purl.org/pe-repo/ocde/ford#2.02.02-1Assistive Robot Arm Controlled by a P300-based Brain Machine Interface for Daily Activitiesinfo:eu-repo/semantics/conferenceObjectreponame:CONCYTEC-Institucionalinstname:Consejo Nacional de Ciencia Tecnología e Innovacióninstacron:CONCYTEC#PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE#20.500.12390/529oai:repositorio.concytec.gob.pe:20.500.12390/5292024-05-30 15:22:07.402http://purl.org/coar/access_right/c_14cbinfo:eu-repo/semantics/closedAccessmetadata only accesshttps://repositorio.concytec.gob.peRepositorio Institucional CONCYTECrepositorio@concytec.gob.pe#PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE#<Publication xmlns="https://www.openaire.eu/cerif-profile/1.1/" id="598c8f66-ea7a-440e-ad55-faae625d1609"> <Type xmlns="https://www.openaire.eu/cerif-profile/vocab/COAR_Publication_Types">http://purl.org/coar/resource_type/c_1843</Type> <Language>eng</Language> <Title>Assistive Robot Arm Controlled by a P300-based Brain Machine Interface for Daily Activities</Title> <PublishedIn> <Publication> <Title>International IEEE/EMBS Conference on Neural Engineering, NER</Title> </Publication> </PublishedIn> <PublicationDate>2019</PublicationDate> <DOI>https://doi.org/10.1109/NER.2019.8717042</DOI> <SCP-Number>2-s2.0-85066739160</SCP-Number> <ISBN>9781538679210</ISBN> <Authors> <Author> <DisplayName>Achanccaray D.</DisplayName> <Person id="rp00657" /> <Affiliation> <OrgUnit> </OrgUnit> </Affiliation> </Author> <Author> <DisplayName>Chau J.M.</DisplayName> <Person id="rp00884" /> <Affiliation> <OrgUnit> </OrgUnit> </Affiliation> </Author> <Author> <DisplayName>Pirca J.</DisplayName> <Person id="rp00883" /> <Affiliation> <OrgUnit> </OrgUnit> </Affiliation> </Author> <Author> <DisplayName>Sepulveda F.</DisplayName> <Person id="rp00885" /> <Affiliation> <OrgUnit> </OrgUnit> </Affiliation> </Author> <Author> <DisplayName>Hayashibe M.</DisplayName> <Person id="rp00882" /> <Affiliation> <OrgUnit> </OrgUnit> </Affiliation> </Author> </Authors> <Editors> </Editors> <Publishers> <Publisher> <DisplayName>IEEE Computer Society</DisplayName> <OrgUnit /> </Publisher> </Publishers> <Keyword>Task executions</Keyword> <Keyword>Brain</Keyword> <Keyword>Object recognition</Keyword> <Keyword>Robotic arms</Keyword> <Keyword>Stereo image processing</Keyword> <Keyword>Stereo vision</Keyword> <Keyword>3D coordinates</Keyword> <Keyword>Assistive robots</Keyword> <Keyword>Assistive system</Keyword> <Keyword>Assistive system</Keyword> <Keyword>Brain machine interface</Keyword> <Keyword>Calculation error</Keyword> <Keyword>Healthy subjects</Keyword> <Abstract>This work proposes an assistive system for everyday activities composed by a brain machine interface (BMI) based on P300 to choose a predefined task, a robot arm to perform the chosen task, and a stereo vision subsystem developed with two cameras for object recognition and coordinates calculation. The system was tested with eight healthy subjects; its results were greater BMI accuracies, lower 3D coordinates calculation error, and lower task execution time than similar systems. However, it should be tested with disabled subjects to provide more reliable end-user results. Regardless, this system is suitable to assist healthy subjects for performing reaching task to grasp objects in daily activities, and the intuitive interface would be useful for disabled subjects.</Abstract> <Access xmlns="http://purl.org/coar/access_right" > </Access> </Publication> -1
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