Evaluation of Driver's Pre-Driving Skill on a Driving Simulator Using the Intelligent Dynamic Event Classifier (IDEA) Approach

Article Preview

Abstract:

This paper reports the early results of the evaluation of driver's pre-driving skill on a driving simulator using the Intelligent Dynamic Event Analyzer approach. The IDEA Evaluator module, developed as an out-of-process Component Object Model ActiveX-Exe, is integrated into the ASISTM driving simulator to monitor drivers action during pre-driving activities. Fundamental actions detected from ASISTM simulator are fed to the Intelligent Dynamic Event Analyzer evaluator module and the result (Correct / Incorrect) is returned back to ASISTM. The integrated system was observed to be able to successfully evaluate the driver activities. The whole process is executed online utilizing ASISTM driving simulator module.

You might also be interested in these eBooks

Info:

Periodical:

Pages:

316-322

Citation:

Online since:

April 2012

Export:

Price:

Permissions CCC:

Permissions PLS:

Сopyright:

© 2012 Trans Tech Publications Ltd. All Rights Reserved

Share:

Citation:

[1] Allen, R. W., Rosenthal, T. J., Aponso, B. L., Klyde, D. H., Anderson, F. G., Chrstos, J.P. A Low Cost PC Based Driving Simulator for Prototyping and Hardware-In-The-Loop Applications, Society of Automotive Engineers (SAE) International Congress & Exposition, Cobo Center , Detroit (SAE Paper No. 980222, STI-P541), (1998).

DOI: 10.4271/980222

Google Scholar

[2] Allen, R. W., Rosenthal, T. J., Cook, M. L., A Short History of Driving Simulation. In D. L. Fisher, M. Rizzo, J. K. Caird & J. D. Lee, Handbook of Driving Simulation For Engineering, Medicine and Psychology (pp.2-1). Boca Raton: CRC Press (2011).

DOI: 10.1201/b10836-3

Google Scholar

[3] Fuller, R., Driver Training and Assessment: Implications of the Task-Difficulty Homeostasis Model. In: Dorn, L. (ed. ), Driver Behaviour and Training, Volume III; Proceedings of the Third International Conference on Driver Behaviour and Training, 12-13 November 2007, Dublin, Ireland (2008).

DOI: 10.4324/9781315257372

Google Scholar

[4] Dutch National Road Safety Research Institute (SWOV). Simulators in Driver Training. SWOV Fact Sheet. Leidschendam, the Netherlands, available online at: http: /www. swov. nl/rapport/Factsheets/UK/FS_Simulators_in_driver_training. pdf (2010).

DOI: 10.25368/2022.430

Google Scholar

[5] Pollatsek, V. K. (2011).

Google Scholar

[6] Saad, M.H.M., Nor, M.J. M & Kiat, K.W., Design and Development of an Economical Driving Simulator, Journal of Mechanical Engineering, Slovak Academy of Sciences, Slovakia, Vol 6 (2005), pp.364-368.

Google Scholar

[7] Saad, M.H.M., Hussain, A., Design and Development of Intelligent Anomalous Behaviour and Event Detection System, 2010 6th International Colloquium on Signal Processing and Its Applications, CSPA 2010; Melaka; 21 May 2010 through 23 May 2010; Category number CFP1079G-ART (2010).

DOI: 10.1109/cspa.2010.5545218

Google Scholar

[8] Saad, M.H.M., Hussain, A., Loong, L.X., Baharuddin, W.N.A., Md Tahir, N., Event Description From Video Stream for Anomalous Human Activity and Behaviour Detection. Proceedings - 2011 IEEE 7th International Colloquium on Signal Processing and Its Applications (2011).

DOI: 10.1109/cspa.2011.5759931

Google Scholar