Title :
Parking guidance system for front wheel steering vehicles using trajectory generation
Author :
Li, L. ; Wang, F.-Y.
Author_Institution :
Dept. of Syst. & Ind. Eng., Arizona Univ., Tucson, AZ, USA
Abstract :
This paper first addresses the issues related to the parking trajectory generation problem of front wheel steering vehicles. Then, taking both the implicit vehicle dynamic control restricts and explicit obstacle avoidance requirements into consideration, the mapping and inverse mapping relationship between the sequence of the control action and the result parking trajectory is carefully analyzed and approximately modeled using wavelet transformation and RBF neural networks. Finally, a guidance system is constructed to help the driver to complete the parking process.
Keywords :
collision avoidance; radial basis function networks; road vehicles; traffic control; vehicle dynamics; wavelet transforms; RBF neural networks; front wheel steering vehicles; inverse mapping relationship; obstacle avoidance; parking guidance system; trajectory generation; vehicle dynamic control; wavelet features extraction; wavelet transformation; Automation; Control systems; Humans; Navigation; Neural networks; Remotely operated vehicles; Trajectory; Vehicle driving; Vehicle dynamics; Wheels;
Conference_Titel :
Intelligent Transportation Systems, 2003. Proceedings. 2003 IEEE
Print_ISBN :
0-7803-8125-4
DOI :
10.1109/ITSC.2003.1252787