IDEAS home Printed from https://ideas.repec.org/p/cdl/itsrrp/qt2258d47r.html
   My bibliography  Save this paper

The Naturalistic Driver Model: Development, Integration, and Verification of Lane Change Maneuver, Driver Emergency and Impairment Modules

Author

Listed:
  • Cody, Delphine
  • Tan, Swekuang
  • Caird, Jeff K.
  • Lees, M.
  • Edwards, C.

Abstract

The need for a drivers’ model that integrates a wider range of natural driver activities is important to the traffic engineering and human factors communities. Integration of real traffic behaviors into micro-simulations increases the accuracy and explanatory power of these models. For human factors engineers, improvements to driver modeling efforts provide a useful framework by which Intelligent Transportation Systems (ITS) can be evaluated for safety and mobility. This project includes a means to consider normal lane changing maneuver, driver support for emergency management and impaired driving. The overall objective is increasing the potential of the driver model by using three principle methods: modeling, experimental, and verification. Specifically, this portion of the project focus on the adaptation of the current implemented architecture for the simulation of impaired driving and address the simulation of emergency handling. The outcomes of this project are an improved simulation tool that can recreate many highway-driving situations with human behavior accurately integrated. It will also support Caltrans goal of vehicle safety by providing a better tool to simulate driver behavior and developing the body of knowledge about driver impairment and emergency driving. Keywords: Cognitive driver model, distraction, lane change

Suggested Citation

  • Cody, Delphine & Tan, Swekuang & Caird, Jeff K. & Lees, M. & Edwards, C., 2005. "The Naturalistic Driver Model: Development, Integration, and Verification of Lane Change Maneuver, Driver Emergency and Impairment Modules," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt2258d47r, Institute of Transportation Studies, UC Berkeley.
    • Handle: RePEc:cdl:itsrrp:qt2258d47r
    as

    Download full text from publisher

    File URL: https://www.escholarship.org/uc/item/2258d47r.pdf;origin=repeccitec
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Drew Dawson & Kathryn Reid, 1997. "Fatigue, alcohol and performance impairment," Nature, Nature, vol. 388(6639), pages 235-235, July.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Dmitry Ryvkin, 2011. "Fatigue in Dynamic Tournaments," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 20(4), pages 1011-1041, December.
    2. Caird, J.K. & Lees, M. & Edwards, C., 2005. "The Naturalistic Driver Model: A Review of Distraction, Impairment and Emergency Factors," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt7mg4f7fj, Institute of Transportation Studies, UC Berkeley.
    3. Ying Yao & Xiaohua Zhao & Hongji Du & Yunlong Zhang & Guohui Zhang & Jian Rong, 2019. "Classification of Fatigued and Drunk Driving Based on Decision Tree Methods: A Simulator Study," IJERPH, MDPI, vol. 16(11), pages 1-17, May.
    4. Milana R. Drumond Santana & Yasmim M. de Moares Pontes & Cicero Jonas R. Benjamim & Guilherme da Silva Rodrigues & Gabriela A. Liberalino & Luana B. Mangueira & Maria E. Feitosa & Jessica Leal & Amand, 2022. "A Single Dose of Beer after Moderate Aerobic Exercise Did Not Affect the Cardiorespiratory and Autonomic Recovery in Young Men and Women: A Crossover, Randomized and Controlled Trial," IJERPH, MDPI, vol. 19(20), pages 1-15, October.
    5. John R. Nofsinger & Corey A. Shank, 2019. "DEEP sleep: The impact of sleep on financial risk taking," Review of Financial Economics, John Wiley & Sons, vol. 37(1), pages 92-105, January.
    6. Tanja Baertsch & Marino Menozzi & Signe Maria Ghelfi, 2022. "Towards the Validation of an Observational Tool to Detect Impaired Drivers—An Online Video Study," IJERPH, MDPI, vol. 19(12), pages 1-17, June.
    7. June Pilcher & Holly Geldhauser & J. Beeco & Tracy Lindquist, 2013. "Controlled Attention and Sleep Deprivation: Adding a Self-Regulation Approach?," International Journal of Psychological Studies, Canadian Center of Science and Education, vol. 5(3), pages 1-71, September.
    8. Tea Teräs & Saana Myllyntausta & Marika Salminen & Laura Viikari & Katja Pahkala & Olli Muranen & Nina Hutri-Kähönen & Olli Raitakari & Suvi Rovio & Sari Stenholm, 2023. "The association of previous night's sleep duration with cognitive function among older adults: a pooled analysis of three Finnish cohorts," European Journal of Ageing, Springer, vol. 20(1), pages 1-12, December.
    9. Alexandre Ponsin & Emmanuel Fort & Martine Hours & Barbara Charbotel & Marie-Agnès Denis, 2020. "Commuting Accidents among Non-Physician Staff of a Large University Hospital Center from 2012 to 2016: A Case-Control Study," IJERPH, MDPI, vol. 17(9), pages 1-13, April.
    10. repec:ilo:ilowps:343188 is not listed on IDEAS
    11. Griffith, Candice D. & Mahadevan, Sankaran, 2011. "Inclusion of fatigue effects in human reliability analysis," Reliability Engineering and System Safety, Elsevier, vol. 96(11), pages 1437-1447.
    12. Candice C. Y. Wen & Darsh Cherian & Maya T. Schenker & Amy S. Jordan, 2023. "Fatigue and Sleep in Airline Cabin Crew: A Scoping Review," IJERPH, MDPI, vol. 20(3), pages 1-27, February.
    13. Adrian P Businger & Reto M Kaderli, 2014. "Different Views about Work-Hour Limitations in Medicine: A Qualitative Content Analysis of Surgeons', Lawyers', and Pilots' Positive and Negative Arguments," PLOS ONE, Public Library of Science, vol. 9(11), pages 1-13, November.
    14. Scott A Cohen & Stefan Gössling, 2015. "A darker side of hypermobility," Environment and Planning A, , vol. 47(8), pages 166-1679, August.
    15. Heiler, Kathryn. & Pickersgill, Richard. & Briggs, Chris., 2000. "Working time arrangements in the Australian mining industry : trends and implications with particular reference to occupational health and safety," ILO Working Papers 993431883402676, International Labour Organization.
    16. Dave Lamble & Sirpa Rajalin & Heikki Summala, 2002. "Mobile phone use while driving: public opinions on restrictions," Transportation, Springer, vol. 29(3), pages 223-236, August.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:cdl:itsrrp:qt2258d47r. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Lisa Schiff (email available below). General contact details of provider: https://edirc.repec.org/data/itucbus.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.