Title
Driver model library: Driver behaviour and decision making framework
Author
Absil, N.E.
Pauwelussen, J.J.A.
TNO Defensie en Veiligheid
Publication year
2010
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. ©2010 IEEE.
Subject
Traffic
Behaviour
Cognitive framework
Driver modelling
Multi-agent
To reference this document use:
http://resolver.tudelft.nl/uuid:744eb0f8-3c30-4240-af97-e1a5fdcc6260
DOI
https://doi.org/10.1109/icsmc.2010.5642438
TNO identifier
409749
Source
SMC 2010. IEEE
Document type
conference paper