A new mm-max methodology for computing optimised obstacle avoidance steering manoeuvres of ground vehicles

被引:11
作者
Kanarachos, Stratis [1 ]
机构
[1] Frederick Univ, Dept Mech Engn, Nicosia, Cyprus
关键词
ground vehicles; emergency steering manoeuvre; Pontryagin's Maximum Principle; lean parameterisation;
D O I
10.1080/00207721.2012.745020
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, a new methodology for computing optimised obstacle avoidance steering manoeuvres for ground vehicles is presented and discussed. Most of the existing methods formulate the obstacle avoidance problem as an optimal control problem which is hard to solve or as a numerical optimisation problem with a large number of unknowns. This method is based on a reformulation of Pontryagin's Maximum Principle and leads to the solution of an adjustable time optimal controller. The control input is significantly simplified and permits its application in a sample and hold sense. Furthermore, with the proposed approach the maximum tyre forces exerted during the manoeuvre are minimised. In this study, it is shown how to warm start' the proposed algorithm and which constraints to relax'. Numerical examples and benchmark tests illustrate the performance of the proposed controller and compare it with other standard controllers. A sensitivity analysis for different vehicle parameters is performed and finally conclusions are drawn. A significant advantage of the method is the small computational complexity. The overall simplicity of the controller makes it attractive for application on autonomous vehicles.
引用
收藏
页码:1042 / 1057
页数:16
相关论文
共 28 条
[1]  
Ackermann J, 1999, KYBERNETIKA, V35, P105
[2]   Convergence Acceleration Operator for Multiobjective Optimization [J].
Adra, Salem F. ;
Dodd, Tony J. ;
Griffin, Ian A. ;
Fleming, Peter J. .
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2009, 13 (04) :825-847
[3]  
[Anonymous], MED C CONTR AUT ATH
[4]  
[Anonymous], 2005, THESIS STANFORD U
[5]  
[Anonymous], 23 IFIP TC 7 C SYST
[6]  
[Anonymous], R D REV TOYOTA CRDL
[7]  
[Anonymous], THESIS STANFORD U
[8]  
[Anonymous], TIRE VEHICLE DYNAMIC
[9]  
[Anonymous], P 2006 AM CONTR C MI
[10]  
[Anonymous], 13 INT S DYN GAM APP