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Mathematical Problems in Engineering
Volume 2013 (2013), Article ID 952106, 10 pages
http://dx.doi.org/10.1155/2013/952106
Research Article

A Driver Modeling Based on the Preview-Follower Theory and the Jerky Dynamics

1School of Mechanical Engineering, Shanghai Jiaotong University, Shanghai 200240, China
2Shanghai Motor Vehicle Inspection Center, Shanghai 201805, China

Received 14 September 2013; Revised 15 November 2013; Accepted 17 November 2013

Academic Editor: Hui Zhang

Copyright © 2013 Jianyong Cao et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. Y. Kuriyagawa, H.-E. Im, I. Kageyama, and S. Onishi, “A research on analytical method of driver-vehicle-environment system for construction of intelligent driver support system,” Vehicle System Dynamics, vol. 37, no. 5, pp. 339–358, 2002. View at Publisher · View at Google Scholar · View at Scopus
  2. D.-J. Zhuang, F. Yu, and Y. Lin, “Evaluation of a vehicle directional control with a fractional order PDμ controller,” International Journal of Automotive Technology, vol. 9, no. 6, pp. 679–685, 2008. View at Publisher · View at Google Scholar · View at Scopus
  3. C. Zong, K. Guo, and B. Li, “Theoretical prediction and comprehensive evaluation for vehicle handling stability,” Automotive Engineering, vol. 23, no. 1, pp. 5–12, 2001. View at Google Scholar · View at Scopus
  4. C. C. Macadam, “Understanding and modeling the human driver,” Vehicle System Dynamics, vol. 40, no. 1–3, pp. 101–134, 2003. View at Publisher · View at Google Scholar · View at Scopus
  5. M. Kondo, “Directional stability (when steering is added),” Journal of the Society of Automotive Engineers of Japan, vol. 7, no. 5-6, p. 9, 1953. View at Google Scholar
  6. D. T. McRuer and H. R. Jex, “A review of quasi-linear pilot models,” IEEE Transactions on Human Factors in Electronics, vol. 8, no. 3, pp. 231–249, 1967. View at Publisher · View at Google Scholar
  7. C. C. MacAdam, “An optimal preview control for linear systems,” Journal of Dynamic Systems, Measurement and Control, vol. 102, no. 3, pp. 188–190, 1980. View at Google Scholar · View at Zentralblatt MATH · View at Scopus
  8. K. Guo and P. S. Fancher, “Preview-follower method for modelling closed-loop vehicle directional control,” in Proceedings of the 19th Annual Conference on Manual Control, pp. 159–186, Boston, Mass, USA, 1983.
  9. H. Ding, K. Guo, F. Wan, J. Cao, and Y. Tian, “An analytical driver model for arbitrary path following at varying vehicle speed,” International Journal of Vehicle Autonomous Systems, vol. 5, no. 3-4, pp. 204–218, 2007. View at Publisher · View at Google Scholar
  10. T. Fujioka, K. Nomura, N. Takubo, and D. H. Chung, “Driver model using neural network system,” in Proceedings of the 6th International Pacific Conference on Automotive Engingeering, vol. 2, pp. 931–938, Seoul, Republic of Korea, November 1991. View at Scopus
  11. S. Neusser, J. Nijhuis, L. Spaanenburg, B. Hoefflinger, U. Franke, and H. Fritz, “Neurocontrol for lateral vehicle guidance,” IEEE Micro, vol. 13, no. 1, pp. 57–66, 1993. View at Publisher · View at Google Scholar · View at Scopus
  12. C. C. Macadam and G. E. Johnson, “Application of elementary neural networks and preview sensors for representing driver steering control behaviour,” Vehicle System Dynamics, vol. 25, no. 1, pp. 3–30, 1996. View at Google Scholar · View at Scopus
  13. K. Guo, F. Pan, Y. Cheng, and H. Ding, “Driver model based on the preview optimal artificial neural network,” in Proceedings of the International Symposium on Advanced Vehicle Control (AVEC '02), Hiroshima, Japan, 2002.
  14. K. Guo, Y. Cheng, and H. Ding, “Analytical method for modeling driver in vehicle directional control,” Vehicle System Dynamics, vol. 41, pp. 401–410, 2004. View at Publisher · View at Google Scholar · View at Scopus
  15. J. Edelmann, M. Plöchl, W. Reinalter, and W. Tieber, “A passenger car driver model for higher lateral accelerations,” Vehicle System Dynamics, vol. 45, no. 12, pp. 1117–1129, 2007. View at Publisher · View at Google Scholar · View at Scopus
  16. C. Sentouh, P. Chevrel, F. Mars, and F. Claveau, “A sensorimotor driver model for steering control,” in Proceedings of the IEEE International Conference on Systems, Man and Cybernetics (SMC '09), pp. 2462–2467, San Antonio, Tex, USA, October 2009. View at Publisher · View at Google Scholar · View at Scopus
  17. C. Sentouh, P. Chevrel, F. Mars, and F. Claveau, “A human-centred approach of steering control modelling,” in Proceedings of the 21st International Association for Vehicle System Dynamics Symposium on Dynamics of Vehicles on Roads and Tracks, Stockholm, Sweden, 2009.
  18. L. Saleh, P. Chevrel, F. Mars, J. F. Lafay, and F. Claveau, “Human-like cybernetic driver model for lane keeping,” in Proceedings of the 18th World Congress of the International Federation of Automatic Control (IFAC '11), pp. 4368–4373, Milan, Italy, September 2011.
  19. D. Hrovat and M. Hubbard, “A comparison between jerk optimal and acceleration optimal vibration isolation,” Journal of Sound and Vibration, vol. 112, no. 2, pp. 201–210, 1987. View at Google Scholar · View at Scopus
  20. C. Liu, D. C. Gazis, and T. W. Kennedy, “Human judgment and analytical derivation of ride quality,” Transportation Science, vol. 33, no. 3, pp. 290–297, 1999. View at Google Scholar · View at Scopus
  21. J. Förstberg, “Ride comfort and motion sickness in tilting trains: human responses to motion environments in train experiment and simulator experiments,” Tech. Rep. no. TRITA-FKT 2000:28, Railway Technology, Department of Vehicle Engineering, Royal Institute of Technology, Stockholm, Sweden, 2000. View at Google Scholar
  22. S. H. Schot, “Jerk: the time rate of change of acceleration,” American Journal of Physics, vol. 46, no. 11, pp. 1090–1094, 1978. View at Publisher · View at Google Scholar
  23. O. Bagdadi and A. Várhelyi, “Jerky driving—an indicator of accident proneness?” Accident Analysis and Prevention, vol. 43, no. 4, pp. 1359–1363, 2011. View at Publisher · View at Google Scholar · View at Scopus
  24. M. Kawato, “Internal models for motor control and trajectory planning,” Current Opinion in Neurobiology, vol. 9, no. 6, pp. 718–727, 1999. View at Publisher · View at Google Scholar · View at Scopus
  25. S. D. Keen and D. J. Cole, “Steering control using model predictive control and multiple internal models,” in Proceedings of the 8th International Symposium on Advanced Vehicle Control (AVEC '06), Taipei, Taiwan, 2006.
  26. H. Zhang, Y. Shi, and A. S. Mehr, “Robust non-fragile dynamic vibration absorbers with uncertain factors,” Journal of Sound and Vibration, vol. 330, no. 4, pp. 559–566, 2011. View at Publisher · View at Google Scholar · View at Scopus
  27. R. Wang, H. Zhang, and J. Wang, “Linear parameter-varying controller design for four-wheel independently actuated electric ground vehicles with active steering systems,” IEEE Transactions on Control Systems Technology, 2013. View at Publisher · View at Google Scholar
  28. H. Zhang, Y. Shi, and M. Liu, “H step tracking control for networked discrete-time nonlinear systems with integral and predictive actions,” IEEE Transactions on Industrial Informatics, vol. 9, no. 1, pp. 337–345, 2013. View at Publisher · View at Google Scholar
  29. C. C. MacAdam, “Application of an optimal preview control for simulation of closed-loop automobile driving,” IEEE Transactions on Systems, Man and Cybernetics, vol. 11, no. 6, pp. 393–399, 1981. View at Publisher · View at Google Scholar · View at Scopus