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Trade-off between jerk and time headway as an indicator of driving style

Variation in longitudinal control in driving has been discussed in both traffic psychology and transportation engineering. Traffic psychologists have concerned themselves with “driving style”, a habitual form of behavior marked by it’s stability, and its basis in psychological traits. Those working...

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Autores principales: Itkonen, Teemu H., Pekkanen, Jami, Lappi, Otto, Kosonen, Iisakki, Luttinen, Tapio, Summala, Heikki
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5645088/
https://www.ncbi.nlm.nih.gov/pubmed/29040291
http://dx.doi.org/10.1371/journal.pone.0185856
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author Itkonen, Teemu H.
Pekkanen, Jami
Lappi, Otto
Kosonen, Iisakki
Luttinen, Tapio
Summala, Heikki
author_facet Itkonen, Teemu H.
Pekkanen, Jami
Lappi, Otto
Kosonen, Iisakki
Luttinen, Tapio
Summala, Heikki
author_sort Itkonen, Teemu H.
collection PubMed
description Variation in longitudinal control in driving has been discussed in both traffic psychology and transportation engineering. Traffic psychologists have concerned themselves with “driving style”, a habitual form of behavior marked by it’s stability, and its basis in psychological traits. Those working in traffic microsimulation have searched for quantitative ways to represent different driver-car systems in car following models. There has been unfortunately little overlap or theoretical consistency between these literatures. Here, we investigated relationships between directly observable measures (time headway, acceleration and jerk) in a simulated driving task where the driving context, vehicle and environment were controlled. We found individual differences in the way a trade-off was made between close but jerky vs. far and smooth following behavior. We call these “intensive” and “calm” driving, and suggest this trade-off can serve as an indicator of a possible latent factor underlying driving style. We posit that pursuing such latent factors for driving style may have implications for modelling driver heterogeneity across various domains in traffic simulation.
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spelling pubmed-56450882017-10-30 Trade-off between jerk and time headway as an indicator of driving style Itkonen, Teemu H. Pekkanen, Jami Lappi, Otto Kosonen, Iisakki Luttinen, Tapio Summala, Heikki PLoS One Research Article Variation in longitudinal control in driving has been discussed in both traffic psychology and transportation engineering. Traffic psychologists have concerned themselves with “driving style”, a habitual form of behavior marked by it’s stability, and its basis in psychological traits. Those working in traffic microsimulation have searched for quantitative ways to represent different driver-car systems in car following models. There has been unfortunately little overlap or theoretical consistency between these literatures. Here, we investigated relationships between directly observable measures (time headway, acceleration and jerk) in a simulated driving task where the driving context, vehicle and environment were controlled. We found individual differences in the way a trade-off was made between close but jerky vs. far and smooth following behavior. We call these “intensive” and “calm” driving, and suggest this trade-off can serve as an indicator of a possible latent factor underlying driving style. We posit that pursuing such latent factors for driving style may have implications for modelling driver heterogeneity across various domains in traffic simulation. Public Library of Science 2017-10-17 /pmc/articles/PMC5645088/ /pubmed/29040291 http://dx.doi.org/10.1371/journal.pone.0185856 Text en © 2017 Itkonen et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Itkonen, Teemu H.
Pekkanen, Jami
Lappi, Otto
Kosonen, Iisakki
Luttinen, Tapio
Summala, Heikki
Trade-off between jerk and time headway as an indicator of driving style
title Trade-off between jerk and time headway as an indicator of driving style
title_full Trade-off between jerk and time headway as an indicator of driving style
title_fullStr Trade-off between jerk and time headway as an indicator of driving style
title_full_unstemmed Trade-off between jerk and time headway as an indicator of driving style
title_short Trade-off between jerk and time headway as an indicator of driving style
title_sort trade-off between jerk and time headway as an indicator of driving style
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5645088/
https://www.ncbi.nlm.nih.gov/pubmed/29040291
http://dx.doi.org/10.1371/journal.pone.0185856
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