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Hoogendoorn, Serge Paul

Delft University of Technology

in Cooperation with on an Cooperation-Score of 37%

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Farah, Haneen - 77 publications, 19 shared
Zhao, Jinhua - 55 publications, 1 shared
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Wang, Meng - 113 publications, 27 shared
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Hoogendoorn-Lanser, Sascha - 22 publications, 18 shared
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Cats, Oded - 170 publications, 32 shared
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Le, T. - 3 publications, 1 shared
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Meurs, H. - 2 publications, 1 shared
Perdok, J. - 1 publications, 1 shared
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De Moraes Ramos, G. - 3 publications, 2 shared
Fu, H. - 2 publications, 1 shared
Knoop, V. - 4 publications, 3 shared
Treiber, M. - 8 publications, 2 shared
Rhasbudin Shah, S. M. - 2 publications, 2 shared
Bliemer, Michiel C. J. - 45 publications, 13 shared
Van Zuylen, Henk J - 53 publications, 21 shared
Flötteröd, Gunnar - 10 publications, 1 shared
Harms, I. - 1 publications, 1 shared
Wilson, R. - 7 publications, 1 shared
Schreiter, T. - 10 publications, 6 shared
Prendinger, Helmut - 7 publications, 2 shared
Nakasone, A. - 2 publications, 2 shared
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Buisson, C. - 8 publications, 1 shared
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Berg, M Van Den - 1 publications, 1 shared
Doirado, E - 1 publications, 1 shared
Frejinger, E. - 1 publications, 1 shared
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Westerman, M. - 1 publications, 1 shared
Schelling, I. - 1 publications, 1 shared
Tu, Huizhao - 11 publications, 1 shared
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Ou, Q. - 5 publications, 5 shared
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Zheng, N. - 4 publications, 2 shared
Peters, D. - 2 publications, 2 shared
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Ji, Yan-Jie - 21 publications, 1 shared
Lint, J. W. C. Van - 1 publications, 1 shared
Daamena, W. - 1 publications, 1 shared
Mak, W. K. - 2 publications, 2 shared
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Loot, M. - 2 publications, 1 shared
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Wilmink, Ir - 3 publications, 2 shared
de Jong, Gerard C. - 23 publications, 1 shared
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Liu, Ronghui - 32 publications, 1 shared
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Van Lint, H. W. C. - 2 publications, 1 shared
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Adams, K. - 2 publications, 1 shared
Zuurbier, F. S. - 3 publications, 2 shared
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Tampere, C. M. J. - 11 publications, 3 shared
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Bootsma, G. - 2 publications, 2 shared
Alkim, T. P. - 2 publications, 2 shared
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Immers, L. H. - 7 publications, 1 shared
Wilmink, I. R. - 7 publications, 1 shared
Zuylen, Hj Van - 2 publications, 2 shared
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Arentze, Theo A. - 94 publications, 1 shared
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Papageorgiou, M. - 13 publications, 1 shared
Bovy, Piet H. L. - 17 publications, 14 shared
Bottom, J. - 1 publications, 1 shared
Ben-akiva, Moshe E. - 41 publications, 1 shared
Mcdonald, Michael - 12 publications, 1 shared
Horst, A. Richard A. Van Der - 16 publications, 1 shared
Chen, Yantai - 101 publications, 1 shared
Bovy, P. - 1 publications, 1 shared
Gorte, B. G. H. - 2 publications, 2 shared
Karimi Nejadasl, F. - 3 publications, 1 shared
Tampere, C. - 8 publications, 5 shared
Wolf, Dietrich - 1 publications, 1 shared
Bovy, Piet - 1 publications, 1 shared
Schreckenberg, Michael - 16 publications, 1 shared
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Hauser, M. - 1 publications, 1 shared
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Louwerse, W. J. R. - 2 publications, 1 shared
Vosselman, G. - 3 publications, 1 shared
Gorte, B. - 1 publications, 1 shared
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Co-Authors (by relevance)

article

Modelling decisions of control transitions and target speed regulations in full-range Adaptive Cruise Control based on Risk Allostasis Theory

  • Hoogendoorn, Serge Paul
  • Toledo, Tomer
  • Varotto, Silvia F.
  • Arem, Bart Van
  • Farah, Haneen
Abstract

Adaptive Cruise Control (ACC) and automated vehicles can contribute to reduce traffic congestion and accidents. Recently, an on-road study has shown that drivers may prefer to deactivate full-range ACC when closing in on a slower leader and to overrule it by pressing the gas pedal a few seconds after the activation of the system. Notwithstanding the influence of these control transitions on driver behaviour, a theoretical framework explaining driver decisions to transfer control and to regulate the target speed in full-range ACC is currently missing. This research develops a modelling framework describing the underlying decision-making process of drivers with full-range ACC at an operational level, grounded on Risk Allostasis Theory (RAT). Based on this theory, a driver will choose to resume manual control or to regulate the ACC target speed if its perceived level of risk feeling and task difficulty falls outside the range considered acceptable to maintain the system active. The feeling of risk and task difficulty evaluation is formulated as a generalized ordered probit model with random thresholds, which vary between drivers and within drivers over time. The ACC system state choices are formulated as logit models and the ACC target speed regulations as regression models, in which correlations between system state choices and target speed regulations are captured explicitly. This continuous-discrete choice model framework is able to address interdependencies across drivers’ decisions in terms of causality, unobserved driver characteristics, and state dependency, and to capture inconsistencies in drivers’ decision making that might be caused by human factors. The model was estimated using a dataset collected in an on-road experiment with full-range ACC. The results reveal that driver decisions to resume manual control and to regulate the target speed in full-range ACC can be interpreted based on the RAT. The model can be used to forecast driver response to a driving assistance system that adapts its settings to prevent control transitions while guaranteeing safety and comfort. The model can also be implemented into a microscopic traffic flow simulation to evaluate the impact of ACC on traffic flow efficiency and safety accounting for control transitions and target speed regulations ; Green Open Access added to TU Delft Institutional Repository ‘You share, we take care!’ – Taverne project https://www.openaccess.nl/en/you-share-we-take-care Otherwise as indicated in the copyright section: the publisher is the copyright holder of this work and the author uses the Dutch legislation to make this work public. ; Transport and Planning ; Transport and Planning

Topics
  • crash
  • traffic congestion
  • assessment
  • vehicle
  • road
  • driving
  • simulation
  • comfort
  • safety
  • modeling
  • regression analysis
  • driver
  • gas
  • decision making
  • data file
  • regulation
  • driving behavior
  • accounting
  • human being
  • pedal
  • human factor
  • logit
  • legislation
  • probit
  • cruise control
  • repository
  • autonomous intelligent cruise control
  • microscopic traffic flow
  • manual control
  • traffic flow simulation