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Recognition and analysis on overtaking behavior

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成果类型:
期刊论文
作者:
Yu, Dan;Ma, Jingjing;Wu, Yihu;Song, Minglei
通讯作者:
Yu, D.
作者机构:
[Ma, Jingjing; Song, Minglei; Yu, Dan; Wu, Yihu] Traffic Transportation Engineering, Changsha University of Science and Technology, Changsha, China
通讯机构:
Traffic Transportation Engineering, Changsha University of Science and Technology, China
语种:
英文
关键词:
Gauss density function;Overtaking;P-2D-HMM;SMM
期刊:
Research Journal of Applied Sciences, Engineering and Technology
ISSN:
2040-7459
年:
2012
卷:
4
期:
20
页码:
4022-4027
机构署名:
本校为第一且通讯机构
院系归属:
交通运输工程学院
摘要:
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 traffi...

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