吉林大学学报(工学版) ›› 2010, Vol. 40 ›› Issue (02): 427-0430.

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Driving behavior risk status identification |model based on FCM

GUO Zi-zheng1,CHEN Chong-shuang1,WANG Xin2,CHEN Ya-qing3,TAN Yong-gang1   

  1. 1.College of Traffic and Transportation, Southwest Jiaotong University, Chengdu 610031,China|2.School of Computer Science, Civil Aviation Flight University of China, Guanghan 618307,China|3.College of Air Traffic Management, Civil Aviation Flight of China, Guanghan 618307,China
  • Received:2008-06-18 Online:2010-03-01 Published:2010-03-01

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Abstract:

According to the traffic accident occurence probability, the risk status of the driving behavior was classified, the main factor of the risk  status idendification was extracted using the single factor variance analysis, a driving behavior risk status identification model was built based on the FCM to identify effectively the risky driving behavior. The model was used on trial with examples and tested by sample resubstitution.The result indicats that the relative error of the model is 2.5%.

Key words: engineering of , communications and transportation safety, identification of risk status, fuzzy Cmeans(FCM), driving behavior

CLC Number: 

  • U491
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