Driver model library : Driver behaviour and decision making framework:

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 le...

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Bibliographic Details
Main Authors: Absil, N.E., Pauwelussen, J.J.A.
Format: Article in Journal/Newspaper
Language:English
Published: 2010
Subjects:
Traffic
Behaviour
Cognitive framework
Driver modelling
Multi-agent
DML
Online Access:http://resolver.tudelft.nl/uuid:744eb0f8-3c30-4240-af97-e1a5fdcc6260
Description
Summary: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.

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