Evaluating the Effect of Fatigue on Driver’s Performance

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dc.contributor.authorJirgl, Miroslavcs
dc.contributor.authorŠedivá, Soňacs
dc.contributor.authorBradáč, Zdeněkcs
dc.coverage.issue9cs
dc.coverage.volume58cs
dc.date.accessioned2024-10-14T09:03:22Z
dc.date.available2024-10-14T09:03:22Z
dc.date.issued2024-06-19cs
dc.description.abstractThe paper presents an experimental cybernetic approach for the evaluation of drivers’ performance in connection with fatigue based on mathematical modelling and description of human behavior during a simple lane-changing task. Data are acquired via the in-house developed car driving simulator under defined conditions. Statistical evaluation of the used parameters for 50 active drivers is presented as an initial data set for the determination of the described drivers’ performance decision-making system built on fuzzy logic. The system was then used for calculating the DPI (Driver performance index) as a self-determined relative measure of drivers’ performance. Then, an example of applying the method with three volunteers influenced by fatigue is presented. All of these participants reached lower DPI in the case of fatigue induced by a 3-hour-long simulated loading drive on a highway. Although the results cannot be statistically significantly interpreted, they indicate a potential for further and deeper research.en
dc.formattextcs
dc.format.extent263-268cs
dc.format.mimetypeapplication/pdfcs
dc.identifier.citationIFAC-PapersOnLine (ELSEVIER). 2024, vol. 58, issue 9, p. 263-268.en
dc.identifier.doi10.1016/j.ifacol.2024.07.407cs
dc.identifier.issn2405-8963cs
dc.identifier.orcid0000-0002-1037-0641cs
dc.identifier.orcid0000-0002-5264-8736cs
dc.identifier.orcid0000-0002-7698-6959cs
dc.identifier.other189535cs
dc.identifier.researcheridD-8201-2012cs
dc.identifier.scopus54421073200cs
dc.identifier.scopus55907362000cs
dc.identifier.urihttps://hdl.handle.net/11012/249475
dc.language.isoencs
dc.publisherElseviercs
dc.relation.ispartofIFAC-PapersOnLine (ELSEVIER)cs
dc.relation.urihttps://www.sciencedirect.com/science/article/pii/S2405896324004968cs
dc.rightsCreative Commons Attribution-NonCommercial-NoDerivatives 4.0 Internationalcs
dc.rights.accessopenAccesscs
dc.rights.sherpahttp://www.sherpa.ac.uk/romeo/issn/2405-8963/cs
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/cs
dc.subjectHuman driver modelen
dc.subjectdrivers’ performanceen
dc.subjectfatigueen
dc.subjectcar driving simulatoren
dc.subjectfuzzy logicen
dc.titleEvaluating the Effect of Fatigue on Driver’s Performanceen
dc.type.driverconferenceObjecten
dc.type.statusPeer-revieweden
dc.type.versionpublishedVersionen
sync.item.dbidVAV-189535en
sync.item.dbtypeVAVen
sync.item.insts2024.10.14 11:03:22en
sync.item.modts2024.09.19 16:32:12en
thesis.grantorVysoké učení technické v Brně. Fakulta elektrotechniky a komunikačních technologií. Ústav automatizace a měřicí technikycs
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