Car position and orientation based driving skill metric for analytical driving skill index evaluator

• Main Authors: Badrul Hisham, A. A., Aujih, A. B., Izran Ishak, M. H., Zainal Abidin, M. S.
• Format: Article
• Language: English
• Published: Penerbit UTM Press 2016
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utm.my/id/eprint/71179/1/AmirahAishaBadrulHisham2016_CarPositionandOrientationBasedDriving.pdf; http://eprints.utm.my/id/eprint/71179/; https://www.scopus.com/inward/record.uri?eid=2-s2.0-84979681315&doi=10.11113%2fjt.v78.9417&partnerID=40&md5=9d45c18c05a5e2dda55e5c972cc4f96a

This paper proposes an improved driving skill metric incorporating car-track deviation angle and car position off-set correction agility. The main advantage of the method is which it provides more accurate since this research is using more variables in the formulation for the skill metric compared to the old metric by using the same sample group of subjects. This paper reports nearly an average of 95 of improvement for the new skill metric estimation accuracy. The analysis further reveals the metric also has better driving skill index estimation consistency. The proposed method herein offers a means for characterizing driving skill in response to car-track input information and improving the intelligent behaviours of car support system.