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Smart Helmet: An Experimental Helmet Security Add-On

2021Book part Restricted access
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dc.contributor.authorSales, David
dc.contributor.authorPrata, Paula
dc.contributor.authorFazendeiro, Paulo
dc.date.accessioned2021-12-22T10:56:34Z
dc.date.available2021-12-22T10:56:34Z
dc.date.issued2021
dc.description.abstractWhen it comes to ride a motorcycle the drivers-centered road safety is quintessential; every year a remarkable number of accidents directly related to sleepiness and fatigue occur. With the objective of maximizing the security on a motorcycle, the reported system aims to prevent sleepiness related accidents and to attenuate the effects of a crash. The system was developed as the less intrusive as it could be, with sensors that allow the capture of reaction times to stimuli-response and collect acceleration values. To obviate the lack of data related to sleepiness during motorcycle riding, a machine learning system was developed, based on Artificial Immune Systems. This way, resourcing to a minimum amount of user input, a custom system is synthesized for each user, allowing to assess the sleepiness level of each subject differently.pt_PT
dc.description.sponsorshipThis work was supported by operation Centro-01-0145-FEDER-000019 - C4 - Centro de Competências em Cloud Computing, co-financed by the European Regional Development Fund (ERDF) through the Programa Operacional Regional do Centro (Centro 2020), in the scope of the Sistema de Apoio à Investigação Científica e Tecnológica - Programas Integrados de IC&DT. This work was also funded by FCT/MCTES through the project UIDB/50008/2020.pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.citationSales D., Prata P., Fazendeiro P. (2021) Smart Helmet: An Experimental Helmet Security Add-On. In: Arai K. (eds) Intelligent Computing. Lecture Notes in Networks and Systems, vol 284. Springer, Cham. https://doi.org/10.1007/978-3-030-80126-7_86pt_PT
dc.identifier.doi10.1007/978-3-030-80126-7_86pt_PT
dc.identifier.urihttp://hdl.handle.net/10400.6/11468
dc.language.isoengpt_PT
dc.peerreviewedyespt_PT
dc.publisherSpringer, Champt_PT
dc.relationInstituto de Telecomunicações
dc.relation.publisherversionhttps://link.springer.com/chapter/10.1007%2F978-3-030-80126-7_86pt_PT
dc.subjectSmart Helmetpt_PT
dc.subjectRoad safetypt_PT
dc.subjectMotorcyclept_PT
dc.subjectSleepinesspt_PT
dc.subjectMachine learningpt_PT
dc.subjectReaction timept_PT
dc.subjectArtificial immune systemspt_PT
dc.titleSmart Helmet: An Experimental Helmet Security Add-Onpt_PT
dc.typebook part
dspace.entity.typePublication
oaire.awardTitleInstituto de Telecomunicações
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UIDB%2F50008%2F2020/PT
oaire.citation.conferencePlaceSpringer, Champt_PT
oaire.citation.endPage1250pt_PT
oaire.citation.startPage1236pt_PT
oaire.citation.volume284pt_PT
oaire.fundingStream6817 - DCRRNI ID
person.familyNamePrata
person.familyNameFazendeiro
person.givenNamePaula
person.givenNamePaulo
person.identifier.ciencia-id651F-C1C8-44AD
person.identifier.ciencia-id911F-3584-721F
person.identifier.orcid0000-0002-3072-0186
person.identifier.orcid0000-0001-6054-7188
person.identifier.ridB-7713-2008
person.identifier.scopus-author-id6506143567
person.identifier.scopus-author-id19640174600
project.funder.identifierhttp://doi.org/10.13039/501100001871
project.funder.nameFundação para a Ciência e a Tecnologia
rcaap.rightsclosedAccesspt_PT
rcaap.typebookPartpt_PT
relation.isAuthorOfPublication138a0dac-5e5d-466c-901d-4ed34f860403
relation.isAuthorOfPublication47442970-f246-4908-b873-0b58e684a9e9
relation.isAuthorOfPublication.latestForDiscovery138a0dac-5e5d-466c-901d-4ed34f860403
relation.isProjectOfPublication5a9bd4c8-57a9-46c4-95dc-a5e5c220c117
relation.isProjectOfPublication.latestForDiscovery5a9bd4c8-57a9-46c4-95dc-a5e5c220c117

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