Implementation and Development of a Trajectory Tracking Control System for Intelligent Vehicle

被引:49
作者
Cai, Junyu [1 ]
Jiang, Haobin [1 ,2 ]
Chen, Long [1 ]
Liu, Jun [1 ]
Cai, Yingfeng [2 ]
Wang, Junyan [3 ]
机构
[1] Jiangsu Univ, Sch Automobile & Traff Engn, Xuefu Rd 301, Zhenjiang 212013, Jiangsu, Peoples R China
[2] Jiangsu Univ, Automot Engn Res Inst, Zhenjiang, Jiangsu, Peoples R China
[3] Zhenjiang Coll, Sch Automot Engn, Zhenjiang, Jiangsu, Peoples R China
关键词
Model predictive control; Tracking control; Steer-by-wire; Active safety; Active steering control; STEERING-CONTROL; MPC;
D O I
10.1007/s10846-018-0834-4
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, a trajectory tracking control system, which consists of a model predictive control unit and an active safety steering control unit, has been developed. A nonlinear bicycle vehicle model, including the longitudinal, lateral, yaw, and quasi-static roll motions, was derived as a predictive model to simulate and test the proposed model predictive control (MPC) system. A 4-DOF vehicle model was used to reflect the characteristics of vehicle dynamics to avoid rollover accidents of automobiles. Simulation was performed and experiment results demonstrated good performance of both MPC unit and active safety steering control unit. Finally, it was proved that the proposed trajectory tracking control system is easy to realize with low cost.
引用
收藏
页码:251 / 264
页数:14
相关论文
共 47 条
[11]   Stability and Incremental Improvement of Suboptimal MPC Without Terminal Constraints [J].
Graichen, Knut ;
Kugi, Andreas .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2010, 55 (11) :2576-2580
[12]  
Guo W., 2015, AGR EQUIPMENT VEHICL
[13]   Modeling to predict rollover threat of tractor-semitrailers [J].
Hyun, DY ;
Langari, R .
VEHICLE SYSTEM DYNAMICS, 2003, 39 (06) :401-414
[14]  
Janbakhsh AA, 2010, J CELL SCI, V114, P3137
[15]  
Ji Zhi-cheng, 2003, Electric Machines and Control, V7, P248
[16]  
Kong X, 2013, RES ROLLOVER WARNING
[17]   Robust speed control of hybrid electric vehicle using fractional order fuzzy PD and PI controllers in cascade control loop [J].
Kumar, Vineet ;
Rana, K. P. S. ;
Mishra, Puneet .
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2016, 353 (08) :1713-1741
[18]  
Leitner J, 2012, J GUID CONTROL DYNAM, V682, P251
[19]   Multi-Objective Stochastic MPC-Based System Control Architecture for Plug-In Hybrid Electric Buses [J].
Li, Liang ;
You, Sixiong ;
Yang, Chao .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2016, 63 (08) :4752-4763
[20]  
Liao C., 2014, SENSORS TRANSD, P1726