슬라이딩 모드 제어를 이용한 시각센서 기반의 차선변경제어 시스템 설계

Vision-Based Lane Change Maneuver using Sliding Mode Control for a Vehicle

  • 장승호 (회원, 포항공과대학교 전자·컴퓨터공학부) ;
  • 김상우 (회원, 포항공과대학교 전자·컴퓨터공학부)
  • 발행 : 2000.11.01

초록

In this paper, we suggest a vision-based lane change control system, which can be applied on the straight road, without additional sensors such as a yaw rate sensor and a lateral accelerometer. In order to reduce the image processing time, we predict a reference line position during lane change using the lateral dynamics and the inverse perspective mapping. The sliding mode control algorithm with a boundary layer is adopted to overcome variations of parameters that significantly affects a vehicle`s lateral dynamics and to reduce chattering phenomenon. However, applying the sliding mode control to the system with a long sampling interval, the stability of a control system may seriously be affected by the sampling interval. Therefore, in this paper, a look ahead offset has been used instead of a lateral offset to reduce the effect of the long sampling interval due to the image processing time. The control algorithm is developed to follow the desired trajectory designed in advance. In the design of the desired trajectory, we take account of the constraints of lateral acceleration and lateral jerk for ride comfort. The performance of the suggested control system is evaluated in simulations as well as field tests.

키워드

참고문헌

  1. Applied Optimal Control And Estimation Frank L. Lewis
  2. Applied Nonlinear control J. E. Slotine;W. Li
  3. Machine Vision R. Jain;R. Kasturi;Brian G. Schunck
  4. Proc. IEEE Int. Conf. Control '94 A Robust Nonlinear Control Approach To Automatic Path Tracking of A Car J. Ackermann;j. Guldner;V. I. Utkin
  5. Proc. of the Intelligent Vehicles '95 Vision Guided Lane Transition Todd Jochem;Dean Pomerleau;Charles Thorpe
  6. Proc. of the Intelligent Vehicles '95 A Massively Parallel Approach to Real-Time Vision-Based Road Markings Detection Albeto Broggi
  7. Proc. of the American Control Conference Lane Change Maneuver of Automobiles for The Intelligent Vehicle and Highway System(IVHS) W. Chee;M. Tomizuka
  8. 1996 IFAC 13th Technical World Congress Advanced Automatic Lateral Control Schemes For Vehicles on Highways Cem Hatipoglu;Umit Ozguner;Konur A. Unyelioglu
  9. Proc. of the American control Conference Experimental Evaluation of a Chatter Free Sliding Mode Control for Lateral Control in AHS P. Hingwe;M. Tomizuka
  10. IEEE Trans. on Control Systems Technology v.3 Linear and Nonlinear Controller Design for Robust Automatic Steering J. Ackermann;J. Guldner;W. Sienel;R. Steinhauser
  11. California PATH Working Paper UCB-ITS-PWP-95-13 Fuzzy Logic Control for Lane Change Maneuvers in Lateral Vehicle Guidance T. Hessburg;M. Tomizuka
  12. Int. J. of Vehicle Design v.18 no.6 Application of genetic algorithm to analysis of driver's behaviour in collision avoidance M. Nagai;M. Onda;T. Katagiri
  13. IEEE Trans. on Image Processing v.7 no.1 GOLD;a Parallel Real-Time Stereo Vision System for Generic Obstacle and Lane Detection Massimo Bertozzi;Alberto Broggi
  14. Journal of Dynamic Systems, Measurement, and control v.120 Emergency Lane-Change Maneuvers of Autonomous Vehicles Zvi Shiller;Satish Sundar