An Electronic Equipment for Monitoring, Detection and Warning of Pitch Motion of Vehicle Drivers
Descripción del Articulo
Long and monotonous journeys during the transport of goods can generate tiredness and/or fatigue in the driver, generating a potential vehicle accident where the driver can enter a state of micro-sleep, losing control of the vehicle for a period of time. Within the state of the art, it is observed t...
Autores: | , , , , |
---|---|
Formato: | artículo |
Fecha de Publicación: | 2023 |
Institución: | Universidad Peruana de Ciencias Aplicadas |
Repositorio: | UPC-Institucional |
Lenguaje: | inglés |
OAI Identifier: | oai:repositorioacademico.upc.edu.pe:10757/668094 |
Enlace del recurso: | http://hdl.handle.net/10757/668094 |
Nivel de acceso: | acceso embargado |
Materia: | Driver Fatigue Helmet Movement Pitch Trajectory Vehicle Driver Fatigue Transport Safety Micro-sleep Ocular Muscle Analysis EEG Signals Head Angular Movement Safety Helmet Auditory Alert Telegram Messaging Validation with Accelerometer |
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dc.title.es_PE.fl_str_mv |
An Electronic Equipment for Monitoring, Detection and Warning of Pitch Motion of Vehicle Drivers |
title |
An Electronic Equipment for Monitoring, Detection and Warning of Pitch Motion of Vehicle Drivers |
spellingShingle |
An Electronic Equipment for Monitoring, Detection and Warning of Pitch Motion of Vehicle Drivers Alzamora, Luis Driver Fatigue Helmet Movement Pitch Trajectory Vehicle Driver Fatigue Transport Safety Micro-sleep Ocular Muscle Analysis EEG Signals Head Angular Movement Safety Helmet Auditory Alert Telegram Messaging Validation with Accelerometer |
title_short |
An Electronic Equipment for Monitoring, Detection and Warning of Pitch Motion of Vehicle Drivers |
title_full |
An Electronic Equipment for Monitoring, Detection and Warning of Pitch Motion of Vehicle Drivers |
title_fullStr |
An Electronic Equipment for Monitoring, Detection and Warning of Pitch Motion of Vehicle Drivers |
title_full_unstemmed |
An Electronic Equipment for Monitoring, Detection and Warning of Pitch Motion of Vehicle Drivers |
title_sort |
An Electronic Equipment for Monitoring, Detection and Warning of Pitch Motion of Vehicle Drivers |
author |
Alzamora, Luis |
author_facet |
Alzamora, Luis Espino, Josue Acosta, Rubén Márquez, Manuel Kemper, Guillermo |
author_role |
author |
author2 |
Espino, Josue Acosta, Rubén Márquez, Manuel Kemper, Guillermo |
author2_role |
author author author author |
dc.contributor.author.fl_str_mv |
Alzamora, Luis Espino, Josue Acosta, Rubén Márquez, Manuel Kemper, Guillermo |
dc.subject.es_PE.fl_str_mv |
Driver Fatigue Helmet Movement Pitch Trajectory Vehicle Driver Fatigue Transport Safety Micro-sleep Ocular Muscle Analysis EEG Signals Head Angular Movement Safety Helmet Auditory Alert Telegram Messaging Validation with Accelerometer |
topic |
Driver Fatigue Helmet Movement Pitch Trajectory Vehicle Driver Fatigue Transport Safety Micro-sleep Ocular Muscle Analysis EEG Signals Head Angular Movement Safety Helmet Auditory Alert Telegram Messaging Validation with Accelerometer |
description |
Long and monotonous journeys during the transport of goods can generate tiredness and/or fatigue in the driver, generating a potential vehicle accident where the driver can enter a state of micro-sleep, losing control of the vehicle for a period of time. Within the state of the art, it is observed that most of the solutions have as their fundamental axis the analysis of the ocular muscle, being these vulnerable to the variation of light intensity and facial accessories that the driver can use. On the other hand, other studies analyze EEG signals being intrusive and disturbing the driving skills of the driver. This work presents a driver fatigue monitoring system based on the angular movement of the head, the main characteristic prior to the state of micro-sleep, located in a safety helmet. To do this, an analysis of the angular movement of the driver’s head is carried out, thus avoiding the use of cameras, potential lighting problems and intrusive driving disturbances. The device will detect the nodding symptom and will issue an auditory alert with a message via Telegram to a third party to alert the presence of driver fatigue with an error rate of less than 22%, having as auditory alert response time a period of 500 ms equivalent to the distance of 8 m if the vehicle moves at 60 km/h. The validation was carried out by comparing the angles between the device located in the helmet and a reference accelerometer. |
publishDate |
2023 |
dc.date.accessioned.none.fl_str_mv |
2023-06-29T23:16:56Z |
dc.date.available.none.fl_str_mv |
2023-06-29T23:16:56Z |
dc.date.issued.fl_str_mv |
2023-01-01 |
dc.type.es_PE.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
dc.identifier.issn.none.fl_str_mv |
18650929 |
dc.identifier.doi.none.fl_str_mv |
10.1007/978-3-031-24971-6_19 |
dc.identifier.uri.none.fl_str_mv |
http://hdl.handle.net/10757/668094 |
dc.identifier.eissn.none.fl_str_mv |
18650937 |
dc.identifier.journal.es_PE.fl_str_mv |
Communications in Computer and Information Science |
dc.identifier.eid.none.fl_str_mv |
2-s2.0-85148230412 |
dc.identifier.scopusid.none.fl_str_mv |
SCOPUS_ID:85148230412 |
dc.identifier.isni.none.fl_str_mv |
0000 0001 2196 144X |
identifier_str_mv |
18650929 10.1007/978-3-031-24971-6_19 18650937 Communications in Computer and Information Science 2-s2.0-85148230412 SCOPUS_ID:85148230412 0000 0001 2196 144X |
url |
http://hdl.handle.net/10757/668094 |
dc.language.iso.es_PE.fl_str_mv |
eng |
language |
eng |
dc.relation.url.es_PE.fl_str_mv |
https://link.springer.com/chapter/10.1007/978-3-031-24971-6_19 |
dc.rights.es_PE.fl_str_mv |
info:eu-repo/semantics/embargoedAccess |
eu_rights_str_mv |
embargoedAccess |
dc.format.es_PE.fl_str_mv |
application/html |
dc.publisher.es_PE.fl_str_mv |
Springer Science and Business Media Deutschland GmbH |
dc.source.none.fl_str_mv |
reponame:UPC-Institucional instname:Universidad Peruana de Ciencias Aplicadas instacron:UPC |
instname_str |
Universidad Peruana de Ciencias Aplicadas |
instacron_str |
UPC |
institution |
UPC |
reponame_str |
UPC-Institucional |
collection |
UPC-Institucional |
dc.source.journaltitle.none.fl_str_mv |
Communications in Computer and Information Science |
dc.source.volume.none.fl_str_mv |
1756 CCIS |
dc.source.beginpage.none.fl_str_mv |
261 |
dc.source.endpage.none.fl_str_mv |
273 |
bitstream.url.fl_str_mv |
https://repositorioacademico.upc.edu.pe/bitstream/10757/668094/1/license.txt |
bitstream.checksum.fl_str_mv |
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bitstream.checksumAlgorithm.fl_str_mv |
MD5 |
repository.name.fl_str_mv |
Repositorio académico upc |
repository.mail.fl_str_mv |
upc@openrepository.com |
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spelling |
1f90afadbaff444b85b95a043bf081d9a899c01acb29d180bd13f133198398e4300a07b180d22fe4572ffc919ee794968711affbf59b504c1a7072493bc96b46e2e50081a224b2a512525985a4d85a3aa8658f500Alzamora, LuisEspino, JosueAcosta, RubénMárquez, ManuelKemper, Guillermo2023-06-29T23:16:56Z2023-06-29T23:16:56Z2023-01-011865092910.1007/978-3-031-24971-6_19http://hdl.handle.net/10757/66809418650937Communications in Computer and Information Science2-s2.0-85148230412SCOPUS_ID:851482304120000 0001 2196 144XLong and monotonous journeys during the transport of goods can generate tiredness and/or fatigue in the driver, generating a potential vehicle accident where the driver can enter a state of micro-sleep, losing control of the vehicle for a period of time. Within the state of the art, it is observed that most of the solutions have as their fundamental axis the analysis of the ocular muscle, being these vulnerable to the variation of light intensity and facial accessories that the driver can use. On the other hand, other studies analyze EEG signals being intrusive and disturbing the driving skills of the driver. This work presents a driver fatigue monitoring system based on the angular movement of the head, the main characteristic prior to the state of micro-sleep, located in a safety helmet. To do this, an analysis of the angular movement of the driver’s head is carried out, thus avoiding the use of cameras, potential lighting problems and intrusive driving disturbances. The device will detect the nodding symptom and will issue an auditory alert with a message via Telegram to a third party to alert the presence of driver fatigue with an error rate of less than 22%, having as auditory alert response time a period of 500 ms equivalent to the distance of 8 m if the vehicle moves at 60 km/h. The validation was carried out by comparing the angles between the device located in the helmet and a reference accelerometer.ODS 3: Salud y BienestarODS 9: Industria, Innovación e InfraestructuraODS 11: Ciudades y Comunidades Sosteniblesapplication/htmlengSpringer Science and Business Media Deutschland GmbHhttps://link.springer.com/chapter/10.1007/978-3-031-24971-6_19info:eu-repo/semantics/embargoedAccessDriverFatigueHelmetMovementPitchTrajectoryVehicleDriver FatigueTransport SafetyMicro-sleepOcular Muscle AnalysisEEG SignalsHead Angular MovementSafety HelmetAuditory AlertTelegram MessagingValidation with AccelerometerAn Electronic Equipment for Monitoring, Detection and Warning of Pitch Motion of Vehicle Driversinfo:eu-repo/semantics/articleCommunications in Computer and Information Science1756 CCIS261273reponame:UPC-Institucionalinstname:Universidad Peruana de Ciencias Aplicadasinstacron:UPCLICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://repositorioacademico.upc.edu.pe/bitstream/10757/668094/1/license.txt8a4605be74aa9ea9d79846c1fba20a33MD51false10757/668094oai:repositorioacademico.upc.edu.pe:10757/6680942024-07-20 10:24:51.885Repositorio académico upcupc@openrepository.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 |
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La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).
La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).