Practical motion planning for car-parking control in narrow environment

被引:61
|
作者
Kim, D. [1 ]
Chung, W. [1 ]
Park, S. [1 ]
机构
[1] Korea Univ, Dept Mech Engn, Seoul, South Korea
来源
IET CONTROL THEORY AND APPLICATIONS | 2010年 / 4卷 / 01期
关键词
TRAJECTORY GENERATION; NEURAL-NETWORK; ALGORITHM;
D O I
10.1049/iet-cta.2008.0380
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The automatic parking assist system is one of the key components in future automobiles. Path planning of a car-like robot is difficult because of non-holonomic constraints. In this study, the authors propose a practical path planning algorithm for the car-parking control problem. Reachable regions from a goal can be easily computed using the proposed scheme. A variety of candidate paths can be generated by using conventional back-propagation scheme. Finally, we can obtain optimal solutions with respect to performance measures such as collision safety, moving distance, control efforts and so forth. The presented simulation results clearly show that the proposed scheme provides useful solutions.
引用
收藏
页码:129 / 139
页数:11
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