Mathematical Problems in Engineering
Volume 2010 (2010), Article ID 578406, 20 pages
doi:10.1155/2010/578406
Research Article

Design and Lyapunov Stability Analysis of a Fuzzy Logic Controller for Autonomous Road Following

Department of Electrical and Computer Engineering, University of New Brunswick, Fredericton, NB, E3B 5A3, Canada

Received 14 September 2009; Accepted 27 January 2010

Academic Editor: Irina N. Trendafilova

Copyright © 2010 Yi Fu 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. R. Bishop, “Intelligent vehicle applications worldwide,” IEEE Transactions on Intelligent Systems, vol. 15, no. 1, pp. 78–81, 2000. View at Publisher · View at Google Scholar
  2. A. M. Zhang and R. A. Russell, “Dominant orientation tracking for path following,” in Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems, pp. 3885–3889, August 2005.
  3. D. Raviv and M. Herman, “A new approach to vision and control for road following,” in Proceedings of the IEEE Workshop on Visual Motion, pp. 217–225, October 1991.
  4. C. Thorpe, M. H. Hebert, T. Kanade, and S. A. Shafer, “Vision and navigation for the Carnegie-Mellon Navlab,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 10, no. 3, pp. 362–373, 1988. View at Publisher · View at Google Scholar
  5. D. Raviv and M. Herman, “A unified approach to camera fixation and vision-based road following,” IEEE Transactions on Systems, Man and Cybernetics, vol. 24, no. 8, pp. 1125–1141, 1994. View at Publisher · View at Google Scholar
  6. Z. Zhu, S. Yang, G. Xu, X. Lin, and D. Shi, “Fast road classification and orientation estimation using omni-view images and neural networks,” IEEE Transactions on Image Processing, vol. 7, no. 8, pp. 1182–1197, 1998.
  7. R. Chapuis, R. Aufrere, and F. Chausse, “Accurate road following and reconstruction by computer vision,” IEEE Transactions on Intelligent Transportation Systems, vol. 3, no. 4, pp. 261–270, 2002. View at Publisher · View at Google Scholar
  8. L. Beji and Y. Bestaoui, “An adaptive control method of automated vehicles with integrated longitudinal and lateral dynamics in road following,” in Proceeding of the 2nd International Workshop on Robot Motion and Control, pp. 201–206, October 2001.
  9. S. Baluja, “Evolution of an artificial neural network based autonomous land vehicle controller,” IEEE Transactions on Systems, Man, and Cybernetics, Part B, vol. 26, no. 3, pp. 450–463, 1996.
  10. D. Y. Jeong, S. J. Park, S. H. Han, M. H. Lee, and T. Shibata, “A study on neural networks for vision-based road following of autonomous vehicle,” IEEE International Symposium on Industrial Electronics, vol. 3, pp. 1609–1614, 2001.
  11. S.-Y. Oh, J.-H. Lee, and D.-H. Choi, “A new reinforcement learning vehicle control architecture for vision-based road following,” IEEE Transactions on Vehicular Technology, vol. 49, no. 3, pp. 997–1005, 2000.
  12. C. C. Lee, “Fuzzy logic in control systems: fuzzy logic controller I,” IEEE Transactions on Systems, Man, and Cybernetics, vol. 20, no. 2, pp. 404–418, 1990. View at Publisher · View at Google Scholar · View at MathSciNet
  13. T.-H. S. Li, S.-J. Chang, and Y.-X. Chen, “Implementation of human-like driving skills by autonomous fuzzy behavior control on an FPGA-based car-like mobile robot,” IEEE Transactions on Industrial Electronics, vol. 50, no. 5, pp. 867–880, 2003. View at Publisher · View at Google Scholar
  14. J. L. Arroyabe, G. Aranguren, L. A.L. Nozal, and J. L. Martin, “Autonomous vehicle guidance with fuzzy algorithm,” in Proceedings of 26th Annual Conference of IEEE Industrial Electronics Society (IECON '00), vol. 3, pp. 1503–1508, Nagoya, Japan, October 2000.
  15. S. Yasunobu and Y. Murai, “Parking control based on predictive fuzzy control,” in Proceedings of the 3rd IEEE Conference on Fuzzy Systems, vol. 2, pp. 1338–1341, Orlando, Fla, USA, June 1994.
  16. W. A. Daxwanger and G. K. Schmidt, “Skill-based visual parking control using neural and fuzzy networks,” in Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, vol. 2, pp. 1659–1664, Vancouver, Canada, October 1995.
  17. M. C. Leu and T.-Q. Kim, “Cell mapping based fuzzy control of car parking,” in Proceedings of IEEE International Conference on Robotics and Automation, vol. 3, pp. 2494–2499, Leuven, Belgium, May 1998.
  18. P. A. Parrilo, Structured semidefinite programs and semialgebraic geometry methods in robustness and optimization, Ph.D. thesis, Caltech, Pasadena, Calif, USA, 2000.
  19. A. Papachristodoulou and S. Prajna, “On the construction of Lyapunov functions using the sum of squares decomposition,” in Proceedings of the 41st IEEE Conference on Decision and Control, vol. 3, pp. 3482–3487, Las Vegas, Nev, USA, December 2002.
  20. A. Megretski, Dynamics of Nonlenear Systems, Lecture Notes, Massachusetts Institute of Technology, Cambridge, Mass, USA, 2003.
  21. H. J. Marques, Nonlinear Control Systems: Analysis and Design, John Wiley & Sons, New York, NY, USA, 2003.
  22. Y. Fu, H. Li, and M. Kaye, “Design and stability analysis of a fuzzy controller for autonomous road following,” in Proceedings of IEEE Intelligent Vehicles Symposium, pp. 66–71, Xi'an, China, June 2009. View at Publisher · View at Google Scholar