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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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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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. |
format | Online Article Text |
id | pubmed-5645088 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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