EXPERIMENTAL VALIDATION OF THE POTENTIAL FIELD LANEKEEPING SYSTEM

  • Rossetter, E.J. (Design Division Terman 551, Mechanical Engineering, Stanford University) ;
  • Switkes, J.P. (Design Division Terman 551, Mechanical Engineering, Stanford University) ;
  • Gerdes, J.C. (Design Division Terman 551, Mechanical Engineering, Stanford University)
  • Published : 2004.07.01

Abstract

Lanekeeping assistance has the potential to save thousands of lives every year by preventing accidental road departure. This paper presents experimental validation of a potential field lanekeeping assistance system with quantitative performance guarantees. The lanekeeping system is implemented on a 1997 Corvette modified for steer-by-wire capability. With no mechanical connection between the hand wheel and road wheels the lanekeeping system can add steering inputs independently from the driver. Implementation of the lanekeeping system uses a novel combination of a multi-antenna Global Positioning System (GPS) and precision road maps. Preliminary experimental data shows that this control scheme performs extremely well for driver assistance and closely matches simulation results, verifying previous theoretical guarantees for safety. These results also motivate future work which will focus on interaction with the driver.

Keywords

References

  1. Ake, B. (1996). Numerical Methods for Least Squares Problems. SIAM. Philadelphia. PA.
  2. California Department of Transportation (2001). The Highway Design Manual
  3. Crow, S. C. and Manning, F. L. (1992). Differential GPS control of starcar 2. Journal of the Institute of Navigation 39, Winter. 383-405 https://doi.org/10.1002/j.2161-4296.1992.tb02284.x
  4. Farrell, J. and Barth, M. (2000). Integration of GPS-aided INS into AVCSS. Technical Report MOU374, California PATH Program
  5. Fuhrer, T., Dilger, E. and Muller, B. (1998). Distributed fault tolerant and safety critical applications in vehiclesa time triggered approach, In Proceedings of the 17th International Conference on Computer Safety, Reliability and Security, Heidelberg, Germany
  6. Fujioka, T., Shirano, Y. and Matsushita, A. (1999). Driver's behavior under steering assist control system. In Proceedings of IEEE Intelligent Transportation Systems, 246-251
  7. Gehrig, S. K., Gern, A., Heinrich, S. and Woltermann, B. (2002). Lane recognition on poorly structured roads-the bots dot problem in california, In Proceedings of the IEEE Intelligent Transportation Systems, 67-71
  8. Gerdes, J. C. and Rossetter, E. J. (2001). A unified approach to driver assistance systems based on artificial potential fields. ASME journal of Dynamic Systems, Measurement, and Controt 123, September. 431-438 https://doi.org/10.1115/1.1386788
  9. Han-Shue Tan, B. Bougler and Zhang, W.-B. (2002). Automatic steering based on roadway markers: from highway driving to precision docking. ASME journal of Dynamic Systems, Measurement, and Control 37, May. 315-338
  10. Hedenetz, B. (1998). A development framework for ultra-dependable automotive systems based on a time triggered architecture. In Proceedings of the Real-Time Systems Symposium, Madrid, Spain
  11. Hogan, N. (1985). Impedance control: An approach to manipulation, parts I-III. ASME journal of Dynamic Systems, Measurement, and Control 107,1-24, March https://doi.org/10.1115/1.3140702
  12. Khatib, O. (1986). Real-time obstacle avoidance for manipulators and mobile robots. International journal of Robotics Research 5,1, 90-98 https://doi.org/10.1177/027836498600500106
  13. LeBlanc, D. J., Venhovens, P. J., Lin, C.-F., Pilutti, T. E., Ervin, R. D., Ulsoy, A. G., MacAdam, C. and Johnson, G. E. (1996). Warning and intervention system to prevent road-departure accidents. Vehicle System Dynamics 25, 383-396 https://doi.org/10.1080/00423119608969208
  14. NHTSA. Traffic Safety Facts 2001 (2002). Technical report,National Highway Traffic Safety Administration
  15. Omae, M. and Fujioka, T. (1999). DGPS-based position measurement and steering control for automatic driving. In Proceedings of the American Control Conference
  16. Peng, H. and Tomizuka, M. (1993). Preview control for vehicle lateral guidance in highway automation. ASME Journal of Dynamic Systems, Measurement, and Controt 115, December. 679-686 https://doi.org/10.1115/1.2899196
  17. Rech, B., Binfet-Kull, M. and Meyna, A. (2001) Definition of safety/reliability requirements for components of an electronic vehicle system such as steer by wire. In Proceedings of the 4th European Conference and Exhibition on Vehicle EIectronic Systems, Coventry, UK.
  18. Regruto, D., Cerone, V. and Chinu, A. (2002). Experimental results in vision-based lane keeping for highway vehicles, In Proceedings of the 2002 American Controt Conference (ACC), Anchorage, AK.
  19. Rekow, A., Bell, T., Bevly, D. and Parkinson, B. (1999). System identification and adaptive steering of tractors utilizing differential global positioning system. Journal of Guidance, Control, and Dynamics 22, 671-674, Sept.-Oct. https://doi.org/10.2514/2.4456
  20. Rogers, S. (2000). Mining GPS data to augment road models, In IEEE Conference on Intelligent Transportation Systems
  21. Rogers, S., Langley, P. and Wilson, C. (1999). Mining GPS data to augment road models, In International Conference on Knowledge Discovery and Data Mining
  22. Rossetter, E. J. (2003). A potential field framework for active vehicle lanekeeping assistance. Ph.D Thesis, Stanford University
  23. Rossetter, E. J. and Gerdes, J. C. (2002). A study of lateral vehicle control under a 'Virtual' force frame-work. In Proceedings of the International Symposium on Advanced Vehicle Control (AVEC)
  24. Rossetter, E. J. and Gerdes, J. C. (2003). Safety guarantees for lanekeeping assistance systems with time-varying disturbances: A lyapunov approach, In Proceedings of the ASME International Mechanical Engineering Congress and Exposition
  25. Ryu, J., Rossetter, E. J. and Gerdes, J. C. (2002). Vehicle sideslip and roll parameter estimation using GPS. In Proceedings of the International Symposium on Advanced Vehicle ControI (AVEC)
  26. Schiller, B., Morellas, V. and Donath, M. (1998). Collision avoidance for highway vehicles using the virtual bumper controller. In Proceedings of the IEEE International Symposium on Intelligent Vehicles
  27. USCG. Nationwide dgps status report (2003). Technical report, U.S. Coast Guard Navigation Center, January
  28. Yih, R., Ryu, J. and Gerdes, J. C. (2003). Modification of vehicle handling characteristics via steer-by-wire, In Proceedings of the American Control Conference