Study of Human Driving Skill in Expected and Guided Conditions
DOI:
https://doi.org/10.11113/jt.v73.4445Keywords:
Human skill index, Human Adaptive Mechatronics (HAM), expected and guided conditions (EGC), driving simulatorAbstract
This day, Human Machine System (HMS) consider being a proven technology, which has gained an important role in various human activities. One of the most recent developments in this area is Human Adaptive Mechatronics (HAM) approach for enhancing human skills. This approach therefore is different compared to an ordinary HMS, in terms of its ability to adapt to changes in its environment and in the human changing level of skills. The crucial issue in HAM is in evaluating the human skills level on machine operation. In this paper, a skill index to quantify the performance of human drivers is studied in expected and guided conditions. The experiments are carried out on human subjects in normal driving. From this experiment, a new skill index formula is proposed based on the logical conditions and the definition of skill in HAM.
References
S. Suzuki. 2010. Human Adaptive Mechatronics-Skill Acquisition in Machine Manipulation. Industrial Electronics Magazine, IEEE. 4: 28–35.
H. Yu. 2008. Overview of Human Adaptive Mechatronics. Presented at the 9th WSEAS International Conference on Mathematics & Computers in Business and Economics (MCBE '08).
S. Suzuki. 2010. Human Adaptive Mechatronics. Industrial Electronics Magazine, IEEE. 4: 28–35.
K. Kyoungchul, B. Joonbum, and M. Tomizuka. 2012. A Compact Rotary Series Elastic Actuator for Human Assistive Systems. Mechatronics, IEEE/ASME Transactions on. 17: 288–297.
R. Parasuraman, T. B. Sheridan, and C. D. Wickens. 2000. A Model for Types and Levels of Human Interaction with Automation. Systems, Man and Cybernetics, Part A: Systems and Humans, IEEE Transactions on. 30: 286–297.
Y. Xu, J. Song, M. C. Nechyba, and Y. Yam. 2002. Performance Evaluation and Optimization of Human Control Strategy. Robotics and Autonomous Systems. 39: 19–36.
F. Harashima and S. Suzuki. 2006. Human Adaptive Mechatronics - Interaction and Intelligence. In Advanced Motion Control, 2006. 9th IEEE International Workshop on. 1–8.
K. Kurihara, S. Suzuki, and K. Furuta. 2006. Elucidation of Skilled Human Controller on Stabilization with Voluntary Motion. In Computer Aided Control System Design, 2006 IEEE International Conference on Control Applications, 2006 IEEE International Symposium on Intelligent Control, 2006 IEEE. 573–578.
J. Y. C. Chen and M. J. Barnes. 2014. Human-Agent Teaming for Multirobot Control: A Review of Human Factors Issues. Human-Machine Systems, IEEE Transactions on. 44: 13–29.
T. Lajunen, D. Parker, and S. G. Stradling. 1998.Dimensions of Driver Anger, Aggressive and Highway Code Violations and Their Mediation by Safety Orientation in UK Drivers. Transportation Research Part F: Traffic Psychology and Behaviour. 1: 107–121.
T. Lajunen and H. Summala. 1995. Driving Experience, Personality and Skill and Safety-Motive Dimensions in Drivers' Self-Assessments. Personality and Individual Differences. 19: 307–318.
R. A. Marottoli and E. D. Richardson. 1998. Confidence in, and Self-rating of, Driving Ability Among Older Drivers. Accident Analysis & Prevention. 30: 331–336.
I. I. Delice and S. Ertugrul. 2007. Intelligent Modeling of Human Driver: A Survey. In Intelligent Vehicles Symposium, 2007 IEEE. 648–651.
M. H. I. Ishak, U. U. Sheikh, Z. Mohamed, and A. B. Aujih. 2013. Skill Index of Human Driver for Human Adaptive Mechatronics. Latest Trends in Circuits, Control and Signal Processing. 110–116.
Z. Wang, W. P. He, D. H. Zhang, H. M. Cai, and S. H. Yu. Creative Design Research of Product Appearance Based on Human–Machine Interaction and Interface. Journal of Materials Processing Technology, 129: 545-550.
K. Furuta, Y. Kado, and S. Shiratori. 2007. Identification of Dynamic Characteristics in Human Operation. In Systems, Man and Cybernetics, 2007. ISIC. IEEE International Conference on. 2977–2982.
M. H. I. Ishak, M. F. A. M. Kasai, A. A. B. Hisham, and N. H. I. Idris. 2013. Driving Simulator Development for Human Adaptive Mechatronics Application. In 2013 IEEE Student Conference on Research & Development (SCOReD). Palm Garden Hotel, Putrajaya, Malaysia,
S. Oltedal and T. Rundmo. 2006. The Effects of Personality and Gender on Risky Driving Behaviour and Accident Involvement. Safety Science. 44: 621–628.
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