<div class="csl-bib-body">
<div class="csl-entry">Lindorfer, M., Mecklenbräuker, C., & Ostermayer, G. (2018). Modeling the Imperfect Driver: Incorporating Human Factors in a Microscopic Traffic Model. <i>IEEE Transactions on Intelligent Transportation Systems</i>, <i>19</i>(9), 2856–2870. https://doi.org/10.1109/tits.2017.2765694</div>
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dc.identifier.issn
1524-9050
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dc.identifier.uri
http://hdl.handle.net/20.500.12708/144723
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dc.description.abstract
In this paper we present the Enhanced Human Driver Model (EHDM), a time-continuous microscopic car-following (CF) model which considers numerous characteristics attributable to the human driver. It is based on the popular Intelligent Driver Model (IDM) and the Human Driver Model (HDM), a meta-model which enables the integration of human driving behavior into classical follow-the-leader models. We extend the HDM by adding variable, situation-dependent reaction times, different types of driver distraction and driving errors to the model. Furthermore, we show that the EHDM provides a more thorough representation of human driving behavior compared to the HDM by performing dynamic traffic simulations and by validating both models with the aid of real-word vehicle data captured in an extensive field test.
en
dc.language.iso
en
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dc.relation.ispartof
IEEE Transactions on Intelligent Transportation Systems
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dc.subject
Computer Science Applications
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dc.subject
Mechanical Engineering
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dc.subject
simulation
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dc.subject
human factors
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dc.subject
traffic modeling
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dc.subject
Automotive Engineering
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dc.subject
car-following
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dc.title
Modeling the Imperfect Driver: Incorporating Human Factors in a Microscopic Traffic Model
en
dc.type
Artikel
de
dc.type
Article
en
dc.description.startpage
2856
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dc.description.endpage
2870
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dc.type.category
Original Research Article
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tuw.container.volume
19
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tuw.container.issue
9
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tuw.journal.peerreviewed
true
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tuw.peerreviewed
true
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tuw.researchTopic.id
E2
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tuw.researchTopic.id
C6
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tuw.researchTopic.name
Sustainable and Low Emission Mobility
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tuw.researchTopic.name
Modelling and Simulation
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tuw.researchTopic.value
50
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tuw.researchTopic.value
50
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dcterms.isPartOf.title
IEEE Transactions on Intelligent Transportation Systems