ISi-PADAS Integrated Human Modelling and Simulation to support Human Error Analysis of Partially Autonomous Driver Assisatance Systems
Goal
The main objective of the ISi-PADAS project is to provide an innovative methodology to support risk based design and approval of Partially Autonomous Driver Assistance Systems (PADAS) focusing on elimination and mitigation of driver errors by an integrated Driver-Vehicle-Environment modelling approach. The methodology contributes to (1) halving the number of road fatalities by 2010 (respect to 2001 levels) and reducing number and severity of injuries caused by road accidents and to
(2) decreasing the level of human error. These targets will be achieved through research and technology development in: (1) improved risk based design: implementation of a human error risk based approach for designing advanced control systems, such as PADAS; (2) advanced driver modelling: development of models for predicting correct and erroneous driver behaviour, based on modern approaches and algorithms, capable of capturing the key aspects of human behaviour, and retaining the fundamental characteristics of cognition and decision making; (3) Joined Driver-Vehicle-Environment Simulation Platform: integration of the driver models into a Driver-Vehicle-Environment computerised, fast running, and simple simulation tool for predicting driver behavior and driver errors to be integrated in a risk based approach; (4) new knowledge about driver behavior including errors: extensive empirical studies and experiments with human drivers in real cars and car simulators will lead to new insights in sources of accidents and potential counter measures as a basis for the driver model development. A target system will be developed to demonstrate the advantage of the new risk based design methodology with regard to an improved system design, a highly effective human error risk assessment and, consequently, an increased traffic safety.
External Leader
Dr. Andreas Lüdtke 
Eilers, Mark and Möbus, Claus and Tango, Fabio and Pietquin, Olivier; Transportation Research Part F: Psychology and Behaviour; 2013
Lüdtke, Andreas and Tango, Fabio and Hjälmdahl, Magnus; Journal Transportation Research Part F: Traffic Psychology and Behaviour.; 2013
Lüdtke, A. and Weber, L. and Osterloh, J.-P., Wortelen, B.; HCI International 2009; 10 / 2009
Wortelen, Bertram and Lüdtke, Andreas; Fortschritt-Berichte VDI, Reihe 21, Nr.29; 10 / 2009
Möbus, Claus and Eilers, Mark and Garbe, Hilke and Zilinksi, Malte; Digital Human Modelling, Conference Proceedings; 007 / 2009
Möbus, Claus and Eilers, Mark and Zilinksi, Malte and Garbe, Hilke; Der Mensch im Mittelpunkt technischer Systeme, 8. Berliner Werkstatt, Mensch-Maschine-Systeme; 10 / 2009
Kaul, Robert and Baumann, Martin and Wortelen, Bertram; Beiträge zur 52. Tagung experimentell arbeitender Psychologen; 003 / 2010
Wortelen, Bertram and Zilinski, Malte and Baumann, Martin and Muhrer, Elke and Vollrath, Mark and Eilers, Mark and Lüdtke, Andreas and Möbus, Claus; Proceedings of Human Modelling in Assisted Transportation (HMAT); 006 / 2010
Kaul, Robert and Baumann, Martin and Wortelen, Bertram; Human Modelling in Assisted Transportation; 001 / 2011
Cassani, Mirella and Alsen, Jens and Wortelen, Bertram; Human Modelling in Assisted Transportation; 001 / 2011
Eilers, Mark and Möbus, Claus; Advances in Applied Digital Human Modeling; 007 / 2010
Möbus, Claus; Proceedings of KogWis 2010 : 10th Biannual Meeting of the German Society for Cognitive Science; 10 / 2010
Eilers, Mark and Möbus, Claus; 3. Berliner Fachtagung für Fahrermodellierung - Zwischen kinematischen Menschmodellen und dynamisch-kognitiven Verhaltensmodellen; 006 / 2010
Möbus, Claus and Eilers, Mark; Proceedings of Human Modelling in Assisted Transportation (HMAT) Workshop; 006 / 2011
Möbus, Claus and Eilers, Mark; Advances in Applied Digital Human Modeling; 007 / 2010
Möbus, Claus and Eilers, Mark; Handbook of Research on Ambient Intelligence and Smart Environments: Trends and Perspectives; 001 / 2011
Baumann, M., Tango, F., Cacciabue, C., Schindler, J., Lüdtke, A., Heers, R., Alsen, J.; Proceedings of the 3rd Transportation Research Arena (TRA); 006 / 2010
Wortelen, Bertram and Lüdtke, Andreas; Digital Human Modeling; 007 / 2011
Cacciabue, C., Hjälmdahl, M., Lüdtke, A., Riccioli, C.; 001 / 2011
Möbus, Claus and Eilers, Mark, Garbe, Hilke; Digital Human Modeling; 007 / 2011
Eilers, Mark and Möbus, Claus; Digital Human Modeling; 007 / 2011
Eilers, Mark and Möbus, Claus; 2011 IEEE Intelligent Vehicles Symposium (IV 2011); 006 / 2011
Wortelen,Bertram and Lüdtke, Andreas; 003 / 2013
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Duration
End: 27.08.2011
