Verification method of vehicle driving tendency recognition model under free flow

Yuan-yuan ZHANG, Xiao-yuan WANG, Jing-lei ZHANG
2013 Journal of Computer Applications  
Driving behavior has been proved to have a great influence on road safety. Recognizing driving characteristic is an essential part of reducing traffic fatalities and developing intelligent traffic system. In this paper, we propose a method of driving characteristics recognition through mining vehicle operation data such as GPS, velocity and direction collected by the On-Board Diagnostic (OBD) port of vehicles. Based on the feature extracted from the vehicle operation sequence, we employ K-means
more » ... , we employ K-means algorithm to cluster and recognize different driving characteristics after reasonable normalization and dimensionality reduction of the features. Analysis and experimental results indicate that the proposed method has good application significance on mining effective information in vehicle operation data sequence.
doi:10.3724/sp.j.1087.2012.00578 fatcat:fvtubv6y4nfovaqtsl7j7jzsva