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2012 (Vol. 4, Issue: 20)
Article Information:

Recognition and Analysis on Overtaking Behavior

Dan Yu, Jingjing Ma, Yihu Wu and Minglei Song
Corresponding Author:  Dan Yu 

Key words:  Gauss density function, overtaking, P-2D-HMM, SMM, , ,
Vol. 4 , (20): 4022-4027
Submitted Accepted Published
December 20, 2011 April 23, 2012 October 15, 2012
Abstract:

This study has a research of HMM and recognizes current driving intention, Moreover, using time to judge whether the behavior is overtaking behavior or not. Next, MSS was used to judge whether the overtaking conditions met or not. In addition, if they do not meet there will be a warning for driver. Use Gauss density functions to improve P-2D-HMM and discriminate driving intention, then identify the overtaking behavior. Based on vehicle kinematics theory, judge whether the overtaking behavior is normal by SMM. Warn the drivers whose overtaking behavior is abnormal to expect to reduce the traffic accident caused by overtaking. The result of experiment confirms that the model can accurately recognize overtaking behavior and the abnormal overtaking can be effective identified.
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  Cite this Reference:
Dan Yu, Jingjing Ma, Yihu Wu and Minglei Song, 2012. Recognition and Analysis on Overtaking Behavior.  Research Journal of Applied Sciences, Engineering and Technology, 4(20): 4022-4027.
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ISSN (Online):  2040-7467
ISSN (Print):   2040-7459
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