Should the Desired Heading in Path Following of Autonomous Vehicles be the Tangent Direction of the Desired Path?

被引:115
作者
Hu, Chuan [1 ,2 ]
Wang, Rongrong [2 ]
Yan, Fengjun [1 ]
Chen, Nan [2 ]
机构
[1] McMaster Univ, Dept Mech Engn, Hamilton, ON L8S 4L8, Canada
[2] SE Univ, Sch Mech Engn, Nanjing 211189, Jiangsu, Peoples R China
基金
美国国家科学基金会;
关键词
Autonomous vehicles; path following; preview control; desired-heading amendment; SIDESLIP ANGLE ESTIMATION; CONTROLLER; DESIGN; MOTION; TRACKING; FILTER;
D O I
10.1109/TITS.2015.2435016
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
The path-following problem for autonomous vehicles is investigated in this paper. The desired vehicle heading is commonly chosen as the tangent direction on the desired path. This paper points out that the traditional definition of the desired heading may deteriorate the path-following performance, particularly when the vehicle is tracking a path with large curvature. That is because the sideslip angle control and the yaw rate control are conflicting in the presence of sliding effects, and the sideslip angle does not equal to zero when the vehicle is tracking a curve path. This paper further provides an amendment to the definition of the desired heading, which realizes a more accurate path-following maneuver. In the controller design phase, backstepping is used to generate the required yaw rate, and an LQR controller is adopted to obtain the optimal active front steering input. The CarSim-Simulink joint simulation verifies the reasonability of the amendment to the desired heading.
引用
收藏
页码:3084 / 3094
页数:11
相关论文
共 38 条
[1]  
Abe M, 2009, VEHICLE HANDLING DYNAMICS: THEORY AND APPLICATION, P1
[2]   Adaptive Vehicle Lateral-Plane Motion Control Using Optimal Tire Friction Forces With Saturation Limits Consideration [J].
Ahmadi, Javad ;
Sedigh, Ali Khaki ;
Kabganian, Mansour .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2009, 58 (08) :4098-4107
[3]  
Anderson J.M., 2014, AUTONOMOMOUS VEHICLE
[4]   Path Following of Autonomous Vehicles in the Presence of Sliding Effects [J].
Arogeti, Shai A. ;
Berman, Nadav .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2012, 61 (04) :1481-1492
[5]   Intelligent vehicle applications worldwide [J].
Bishop, R .
IEEE INTELLIGENT SYSTEMS & THEIR APPLICATIONS, 2000, 15 (01) :78-81
[6]   Autonomous vehicles control in the VisLab Intercontinental Autonomous Challenge [J].
Broggi, A. ;
Medici, P. ;
Zani, P. ;
Coati, A. ;
Panciroli, M. .
ANNUAL REVIEWS IN CONTROL, 2012, 36 (01) :161-171
[7]   Integrated vehicle dynamics control via coordination of active front steering and rear braking [J].
Doumiati, Moustapha ;
Sename, Olivier ;
Dugard, Luc ;
Martinez-Molina, John-Jairo ;
Gaspar, Peter ;
Szabo, Zoltan .
EUROPEAN JOURNAL OF CONTROL, 2013, 19 (02) :121-143
[8]   Velocity-dependent robust control for improving vehicle lateral dynamics [J].
Du, Haiping ;
Zhang, Nong ;
Naghdy, Fazel .
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2011, 19 (03) :454-468
[9]   Robust anti-sliding control of autonomous vehicles in presence of lateral disturbances [J].
Fang, Hao ;
Dou, Lihua ;
Chen, Jie ;
Lenain, Roland ;
Thuilot, Benoit ;
Martinet, Philippe .
CONTROL ENGINEERING PRACTICE, 2011, 19 (05) :468-478
[10]  
Funke J., 2013, P ASME DYN SYST CONT