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

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Citation (Scopus)

Abstract

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.

Original languageEnglish
Title of host publicationCICTP 2016 - Green and Multimodal Transportation and Logistics - Proceedings of the 16th COTA International Conference of Transportation Professionals
EditorsYing-En Ge, Xiaokun Wang, Yu Zhang, Youfang Huang
PublisherAmerican Society of Civil Engineers (ASCE)
Pages1704-1713
Number of pages10
ISBN (Electronic)9780784479896
DOIs
Publication statusPublished - 2016
Event16th COTA International Conference of Transportation Professionals: Green and Multimodal Transportation and Logistics, CICTP 2016 - Shanghai, China
Duration: 6 Jul 20169 Jul 2016

Publication series

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

Conference

Conference16th COTA International Conference of Transportation Professionals: Green and Multimodal Transportation and Logistics, CICTP 2016
Country/TerritoryChina
CityShanghai
Period6/07/169/07/16

Keywords

  • Fuzzy mathematics
  • Fuzzy mathematics in combination with principal component analysis (FUZZY-PCA)
  • Membership degree
  • Principal component analysis (PCA)
  • U-turn environment
  • Unmanned ground vehicles

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