Optimum path-tracking control for inverse problem of vehicle handling dynamics

被引:24
作者
Liu, Yingjie [1 ]
Jiang, Junsheng [1 ]
机构
[1] Weifang Univ, Sch Mech Elect & Vehicle Engn, Weifang 261061, Shandong, Peoples R China
关键词
Vehicle handling dynamics; Path-tracking; Optimum control; Inverse problem; COLLOCATION;
D O I
10.1007/s12206-016-0701-9
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
A method based on optimal control theory is presented in this paper to solve path-tracking problems in inverse vehicle handling dynamics. The idea behind is to identify the optimal steering torque input along a prescribed path to generate an expected trajectory that guarantees minimum clearance. Based on this purpose, the path-tracking problem, treated as an optimal control problem, is first converted into a nonlinear programming problem by Gauss pseudospectral method (GPM) and is then solved with Sequential quadratic programming (SQP). Finally, a real vehicle test is executed to verify the rationality of the proposed model and methodology. Results show that the minimum lateral position error of the generated path-tracking trajectory can be a good solution for path-tracking problem in inverse vehicle handling dynamics for GPM. The algorithm has higher calculation accuracy compared with other methods to solve path-tracking problems. The study could help drivers identify safe lane-keeping trajectories and areas easily.
引用
收藏
页码:3433 / 3440
页数:8
相关论文
共 21 条
[1]  
Anderson SJ, 2010, PROCEEDINGS OF THE ASME DYNAMIC SYSTEMS AND CONTROL CONFERENCE 2010, VOL 1, P141
[2]   Forecasting approach in VANET based on vehicle kinematics for road safety [J].
Bektache, Djamel ;
Tolba, Chérif ;
Ghoualmi-Zine, Nassira .
International Journal of Vehicle Safety, 2014, 7 (02) :147-167
[3]   Direct trajectory optimization and costate estimation via an orthogonal collocation method [J].
Benson, David A. ;
Huntington, Geoffrey T. ;
Thorvaldsen, Tom P. ;
Rao, Anil V. .
JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 2006, 29 (06) :1435-1440
[4]   Robust controller for an autonomous vehicle with look-ahead and look-down information [J].
Choi, Ju Yong .
JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2011, 25 (10) :2467-2474
[5]  
Ghaffari A., 2011, Proceedings of the 2011 IEEE International Conference on Control System, Computing and Engineering (ICCSCE), P156, DOI 10.1109/ICCSCE.2011.6190514
[6]   SNOPT: An SQP algorithm for large-scale constrained optimization (Reprinted from SIAM Journal Optimization, vol 12, pg 979-1006, 2002) [J].
Gill, PE ;
Murray, W ;
Saunders, MA .
SIAM REVIEW, 2005, 47 (01) :99-131
[7]   Automatic path-tracking controller of a four-wheel steering vehicle [J].
Hiraoka, Toshihiro ;
Nishihara, Osamu ;
Kumamoto, Hiromitsu .
VEHICLE SYSTEM DYNAMICS, 2009, 47 (10) :1205-1227
[8]  
Huntington G. T., 2007, ADV ANAL GAUSS PSEUD
[9]   Simultaneous vehicle-handling and path-tracking improvement using adaptive dynamic surface control via a steer-by-wire system [J].
Janbakhsh, Amir Ali ;
Khaknejad, Mohsen Bayani ;
Kazemi, Reza .
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART D-JOURNAL OF AUTOMOBILE ENGINEERING, 2013, 227 (03) :345-360
[10]   Car-following theory of steady-state traffic flow using time-to-collision [J].
Jin, Sheng ;
Huang, Zhi-yi ;
Tao, Peng-fei ;
Wang, Dian-hai .
JOURNAL OF ZHEJIANG UNIVERSITY-SCIENCE A, 2011, 12 (08) :645-654