Robust controller for an autonomous vehicle with look-ahead and look-down information

被引:5
作者
Choi, Ju Yong [1 ]
机构
[1] Kyungsung Univ, Dept Mechatron Engn, Pusan 608736, South Korea
关键词
Autonomous vehicle; Lateral control; LMI-based H-infinity control; Look-ahead sensing; Multi body dynamics; LATERAL CONTROL; SYSTEM;
D O I
10.1007/s12206-011-0734-z
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
For the lateral control of an autonomous vehicle, this paper proposes a linear-matrix-inequality (LMI)-based H-infinity control algorithm that utilizes the feedback of the lateral offset and target yaw angle at the preview point, which is effective for the fusion of look-ahead and look-down sensors. To verify the performance of this controller, lane change and circular lane tracking simulations are carried out in multi body dynamics. Against the uniformly random noises in position and yaw angle and the constant modeling uncertainties in mass and cornering stiffness, the robustness of the proposed algorithm is compared with the cubic curve method and the heading angle method at the look-ahead target lane.
引用
收藏
页码:2467 / 2474
页数:8
相关论文
共 15 条
[1]   LINEAR AND NONLINEAR CONTROLLER-DESIGN FOR ROBUST AUTOMATIC STEERING [J].
ACKERMANN, J ;
GULDNER, J ;
SIENEL, W ;
STEINHAUSER, R ;
UTKIN, VI .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 1995, 3 (01) :132-143
[2]  
CHEN M, 1995, IROS '95 - 1995 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS: HUMAN ROBOT INTERACTION AND COOPERATIVE ROBOTS, PROCEEDINGS, VOL 1, P243, DOI 10.1109/IROS.1995.525803
[3]   Lateral control of autonomous vehicle by yaw rate feedback [J].
Choi, JY ;
Hong, SJ ;
Park, KT ;
Yoo, WS ;
Lee, MH .
KSME INTERNATIONAL JOURNAL, 2002, 16 (03) :338-343
[4]  
Fritz H., 1999, Proceedings of the 1999 IEEE International Conference on Control Applications (Cat. No.99CH36328), P1348, DOI 10.1109/CCA.1999.801168
[5]  
Gahinet P., 1995, LMI Control Toolbox
[6]  
K.B.Lee, 2002, International Journal of Automotive Technology, V3, P71
[7]  
Kim CS, 2006, INT J AUTO TECH-KOR, V7, P609
[8]  
Lee J. M., 2004, THESIS PUSAN NATL U
[9]   Development of a navigation and control system for an autonomous outdoor vehicle in a steel plant [J].
Mäkelä, H ;
von Numers, T .
CONTROL ENGINEERING PRACTICE, 2001, 9 (05) :573-583
[10]   Demonstration of integrated longitudinal and lateral control for the operation of automated vehicles in platoons [J].
Rajamani, R ;
Tan, HS ;
Law, BK ;
Zhang, WB .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2000, 8 (04) :695-708