Please use this identifier to cite or link to this item: http://dx.doi.org/10.14279/depositonce-7145
Main Title: Implementation of Cognitive Driver Models in Microscopic Traffic Simulations
Author(s): Cristea, Roland
Rulewitz, Stefan
Radusch, Ilja
Hübner, Karl
Schünemann, Björn
Type: Conference Object
Language Code: en
Abstract: In order to perform microscopic traffic simulations as realistically as possible, a detailed modelling of each individual driver is essential. Currently established microscopic traffic simulators follow a rather static approach to model the driver's behaviour. Individual emotional in uences and temporarily occurring distracting factors are heavy to implement in the established state-of-the-art microscopic traffic simulators. This paper proposes a solution how emotional in uences and distracting factors can be integrated in established traffic simulation tools. For this purpose, robotlearning approaches are adapted to model the emotional state of vehicle drivers. In the end of this work, a proof of concept is done to illustrate the strength of the developed approach.
URI: https://depositonce.tu-berlin.de//handle/11303/7982
http://dx.doi.org/10.14279/depositonce-7145
Issue Date: 2016
Date Available: 29-Jun-2018
DDC Class: 004 Datenverarbeitung; Informatik
Subject(s): Driver Behaviour Models
Cognitive Models
Distraction
Emotions
Microscopic Traffic Simulations
License: http://rightsstatements.org/vocab/InC/1.0/
Proceedings Title: SIMUTOOLS'16 Proceedings of the 9th EAI International Conference on Simulation Tools and Techniques
Publisher: EAI
Publisher Place: Brussel
Volume: 2016
Page Start: 104
Page End: 111
ISBN: 978-1-63190-120-1
Appears in Collections:FG IT-basierte Fahrzeuginnovationen » Publications

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