Evaluation of the U-Turn Behavior of Unmanned Ground Vehicles Based on the FUZZY-PCA Method

Yun Hui Li, Ya Nan Zhao*, Li Gao, Fang Dong, Li Feng, Xia Li

*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

Method based on fuzzy mathematics in combination with principal component analysis (FUZZY-PCA) can be used on evaluation of unmanned ground vehicles in U-turn environment. Relative membership degree is applied to make all indicators normalized and standardized after establishing index system of U-turn behavior, and using PCA method to compare all the teams with their evaluation index, which can obtain the final value matrix, and easily collate the results. The ranking of applying the method to the evaluation of "Future Challenge 2012" of the four unmanned ground vehicles is in agreement with the ranking of referee group. This kind of method is valuable for evaluation of unmanned ground vehicles' behavior both in U-turn and other environment.

源语言英语
主期刊名CICTP 2016 - Green and Multimodal Transportation and Logistics - Proceedings of the 16th COTA International Conference of Transportation Professionals
编辑Ying-En Ge, Xiaokun Wang, Yu Zhang, Youfang Huang
出版商American Society of Civil Engineers (ASCE)
1704-1713
页数10
ISBN(电子版)9780784479896
DOI
出版状态已出版 - 2016
活动16th COTA International Conference of Transportation Professionals: Green and Multimodal Transportation and Logistics, CICTP 2016 - Shanghai, 中国
期限: 6 7月 20169 7月 2016

出版系列

姓名CICTP 2016 - Green and Multimodal Transportation and Logistics - Proceedings of the 16th COTA International Conference of Transportation Professionals

会议

会议16th COTA International Conference of Transportation Professionals: Green and Multimodal Transportation and Logistics, CICTP 2016
国家/地区中国
Shanghai
时期6/07/169/07/16

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