This paper investigates the possibility of using objective indicators to predict the subjective evaluation of a driver in a simulator. Situations of loss of adherence (LOA) were controlled and modulated in intensity and duration on a static and on a dynamic simulator (with and without a motion base). Multiple regression analyses were performed using the subjective evaluation of participants as the dependent variable, and the objective physical variables of the interaction driver/vehicle as the independent variables. The results assigned the most contributive variables to the accuracy of the model’s prediction for each subjective item, lateral acceleration and yaw rate for “control feeling” for instance. They also underlined the consistency of our approach and the influence of motion rendering on the perception of LOA intensity. A similar method could be used to evaluate the perception of various configurations of electronic stability control (ESC) systems.
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ASME 2012 11th Biennial Conference on Engineering Systems Design and Analysis
July 2–4, 2012
Nantes, France
Conference Sponsors:
- International
ISBN:
978-0-7918-4485-4
PROCEEDINGS PAPER
Predicting the Subjective Evaluation of Drivers in a Driving Simulator During Loss of Adherence Available to Purchase
Thomas Denoual,
Thomas Denoual
Renault, Guyancourt, France
Ecole Centrale de Nantes, Nantes, France
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Jean-François Petiot,
Jean-François Petiot
Ecole Centrale de Nantes, Nantes, France
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Franck Mars,
Franck Mars
Ecole Centrale de Nantes, Nantes, France
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Andras Kemeny
Andras Kemeny
Renault, Guyancourt, France
Arts and Métiers ParisTech, Chalons-sur-Saone, France
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Thomas Denoual
Renault, Guyancourt, France
Ecole Centrale de Nantes, Nantes, France
Jean-François Petiot
Ecole Centrale de Nantes, Nantes, France
Franck Mars
Ecole Centrale de Nantes, Nantes, France
Andras Kemeny
Renault, Guyancourt, France
Arts and Métiers ParisTech, Chalons-sur-Saone, France
Paper No:
ESDA2012-82511, pp. 773-780; 8 pages
Published Online:
August 12, 2013
Citation
Denoual, T, Petiot, J, Mars, F, & Kemeny, A. "Predicting the Subjective Evaluation of Drivers in a Driving Simulator During Loss of Adherence." Proceedings of the ASME 2012 11th Biennial Conference on Engineering Systems Design and Analysis. Volume 2: Applied Fluid Mechanics; Electromechanical Systems and Mechatronics; Advanced Energy Systems; Thermal Engineering; Human Factors and Cognitive Engineering. Nantes, France. July 2–4, 2012. pp. 773-780. ASME. https://doi.org/10.1115/ESDA2012-82511
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