Study on data-fuzzy-based ALV lateral controller design and experiments

Meng Yin Fu*, Xiao Na Feng, Mei Ling Wang, Jiu Hong Ruan

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

1 引用 (Scopus)

摘要

Autonomous Land Vehicle is a complex, nonlinear and uncertain system. At present, one of the key problems in the researching field of ALV is the lack of robustness in motion control. In order to solve this problem, the kinematics model of ALV was presented at first in this paper. Then based on fuzzy logical system of "Data-Fuzzy", a lateral controller of Mamdani reasoning system for ALV was designed. The design of the controller utilized not only the in-out data information but also the language information generated by expertise, so the controller designed have a better performance, and can accommodate a wide range of velocity and different conditions of the road. The experiment results show that the controller designed has enough robustness, and can make ALV follow reference paths quickly and accurately.

源语言英语
主期刊名2005 IEEE International Conference on Vehicular Electronics and Safety Proceedings
171-175
页数5
DOI
出版状态已出版 - 2005
活动2005 IEEE International Conference on Vehicular Electronics and Safety - Xi'an, Shaan'xi, 中国
期限: 14 10月 200516 10月 2005

出版系列

姓名2005 IEEE International Conference on Vehicular Electronics and Safety Proceedings
2005

会议

会议2005 IEEE International Conference on Vehicular Electronics and Safety
国家/地区中国
Xi'an, Shaan'xi
时期14/10/0516/10/05

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