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
Link To Document