• DocumentCode
    534890
  • Title

    Driver Model Library

  • Author

    Absil, Neil E. ; Pauwelussen, Jasper

  • Author_Institution
    Dept. of Traffic Behaviour, TNO Defence, Security & Safety, Soesterberg, Netherlands
  • fYear
    2010
  • fDate
    10-13 Oct. 2010
  • Firstpage
    1293
  • Lastpage
    1299
  • Abstract
    Driver behaviour is becoming an increasingly important part of traffic simulations and driving simulators. This paper will outline the development of a framework for a Driver Model Library (DML) that will result in a cross platform plug-in for traffic simulations at microscopic as well as network level. The DML provides driver decision making and behaviour based on a multi-agent cognitive framework. In this approach behaviour becomes the fundamental building block of the framework. This approach attempts to model the individual driving tasks and the influences on those tasks due to the driver´s characteristics. The framework includes resource management allowing for stressors such as fatigue and distraction to be modelled and influence driving behaviour.
  • Keywords
    decision making; inference mechanisms; multi-agent systems; traffic engineering computing; decision making framework; driver behaviour; driver decision making; driver model library; driving simulators; multiagent cognitive framework; traffic simulations; Chaos; Driver circuits; Behaviour; Cognitive Framework; Driver Modelling; Multi-Agent;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems Man and Cybernetics (SMC), 2010 IEEE International Conference on
  • Conference_Location
    Istanbul
  • ISSN
    1062-922X
  • Print_ISBN
    978-1-4244-6586-6
  • Type

    conf

  • DOI
    10.1109/ICSMC.2010.5642438
  • Filename
    5642438