期刊文献+

个性化驾驶人驾驶行为操纵模式建模方法 被引量:3

Modeling method of individual driver's driving behavior
下载PDF
导出
摘要 根据个体驾驶人完成一个具体驾驶行为的驾驶操纵动作具有一定内聚性、时序性和个性化的机理,构建了基于有向图的驾驶人驾驶行为操纵模式的建模方法。根据获取的个体驾驶人在不同驾驶行为下的驾驶操作动作数据,并利用MATLAB仿真软件设计驾驶人驾驶行为操纵模式建模与仿真系统,对启动和超车2种典型驾驶行为下的驾驶操作动作数据进行测试。测试结果表明:基于有向图的建模方法可以实现驾驶人个性化驾驶行为的有序驾驶操纵动作建模。研究为驾驶安全辅助系统驾驶人驾驶行为的驾驶操纵底层上预防和干预危险驾驶行为提供支撑。 When an individual completes a specific driving behavior,its driving operations have some cohesion,timing and individ-uality.The driving operation model based on directed digraphs was set up in this paper.Based on the individual’s driving opera-tion data in different behaviors,the drivers’driving modeling and simulation system were designed by MATLAB.The data in starting and passing were investigated by getting the graphical driving operation mode.The tested results showed that the model-ing method based on graph can help to construct an ordered driving operation modeling of individual,and it provides supports for DSAS to prevent and interfere he dangerous driving behaviors from the driving operations.
出处 《中国科技论文》 CAS 北大核心 2014年第11期1292-1295,共4页 China Sciencepaper
基金 高等学校博士学科点专项科研基金资助项目(20130111120023)
关键词 驾驶行为操纵模式 有向图 驾驶安全辅助系统 driving behavior operation model digraph driving safety assistant system(DSAS)
  • 相关文献

参考文献10

  • 1Aufrre R, Gowdy J, Mertz C, et al. Perception for collision avoidance and autonomous driving [J ]. Mechatronies, 2003, 13(10): 1149-1161.
  • 2孙平,宋瑞,王海霞.我国道路交通事故成因分析及预防对策[J].安全与环境工程,2007,14(2):97-100. 被引量:24
  • 3Parker D, Reason J T. Driving errors, driving viola- tions and accident involvement [J]. Ergonomics, 1995, 38(5) : 1036-1048.
  • 4Sathyanarayana A, Boyraz P, Hansen J H L. Driver behavior analysis and route recognition by hidden mark- ov models[C]//IEEE International Conference on ve- hicular Electronics and Safety. Columbus, USA, 2008: 130-135. (: 1) : 27-32.
  • 5Zong Changfu, Yang Xiao, Wang Chang, et al. Driving intentions identification and behaviors prediction in car lane change [J]. Journal of Jilin University : Engineer- ing and Technology Edition, 2009, 39($1): 27-32. (in Chinese).
  • 6宗长富,王畅,何磊,郑宏宇,张泽星.基于双层隐式马尔科夫模型的驾驶意图辨识[J].汽车工程,2011,33(8):701-706. 被引量:30
  • 7Tesheng H. Time-varying system identification via maximum a posteriori estimation and its application to driver steering models [C]//American Control Confer- ence. Washington , USA, 2008: 648-649.
  • 8Kumagai T, Sakaguchi Y, Okuwa M, et al. Prediction of driving behavior through probabilistic inference [C]//the Eighth International Conference on Engineer- ing Applications of Neural Networks. Torremolions, Malaga, Spain, 2003: 8-10.
  • 9Ma Xiaoliang. A neural fuzzy framework for modeling car following behavior[C]// IEEE International Con- ference on System, Man and Cybernetics. Tainan, Tai- wan, 2006, 2: 1178-1183.
  • 10Chen Seiwang, Fang Chiungyao, Tien Chihting. Driv- ing Behavior modeling system based on graph construc- tion [J]. Transportation Research Part C.. Emerging Technology, 2013, 26.. 314-330.

二级参考文献26

共引文献52

同被引文献19

引证文献3

二级引证文献5

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部