| 黄灯期间信号交叉口的驾驶员行为 |
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| 引用本文： | 龙科军,何林儒,韩立. 黄灯期间信号交叉口的驾驶员行为[J]. 系统工程, 2010, 0(12) |
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| 作者姓名： | 龙科军 何林儒 韩立 |
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| 作者单位： | 长沙理工大学交通运输工程学院;道路灾变防治及交通安全教育部工程研究中心;Department;Civil;Environmental;Engineering;University;Tennessee;Knoxville;37996-2010; |
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| 基金项目： | “十一五”国家科技支撑计划项目(2009BAG13A02) |
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| 摘 要： | 交叉口安全评价、信号方案设计等工作中必须考虑黄灯期间驾驶员的行为特性,为此需要构建合理的驾驶员行为模型。针对黄灯期间信号交叉口的驾驶员行为模型进行研究,利用视频采集驾驶员在黄灯期间的行为数据,经数据预处理后,考虑黄灯启亮时刻车辆位置、车速两个因素,运用Logistic回归构建了驾驶员行为模型,并利用受试者工作特征曲线(ROC曲线)等检验了模型的准确性。
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| 关 键 词： | 交通工程 驾驶员行为 Logistic回归 数据挖掘 |
Driver Behavior at Signalized Intersection during Yellow Interval |
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| LONG Ke-jun,HE Lin-ru,Lee.D.HAN. Driver Behavior at Signalized Intersection during Yellow Interval[J]. Systems Engineering, 2010, 0(12) |
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| Authors: | LONG Ke-jun HE Lin-ru Lee.D.HAN |
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| Affiliation: | LONG Ke-jun1,2,HE Lin-ru1,Lee.D.HAN1,3(1.College of Traffic and Transportation Engineering,Changsha University of Science and Technology,Changsha 410114,China,2.Highway Disater Prevention and Traffic Safety Engineering Research Center of Ministry of Education,3.Department of Civil and Environmental Engineering,University of Tennessee at Knoxville,Knoxville,TN 37996-2010,USA) |
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| Abstract: | Driver behavior characteristic during yellow interval is very important for intersection safety evaluation,signal timing designing and other work.It is necessary to build corresponding driver behavior.Model of driver behavior at intersection during yellow time is studied in this paper.Driver behavior data were collected by video system,and pretreated through cluster analysis.Considering vehicle location and velocity at the onset of yellow light,driver behavior model was proposed based on logistic regression... |
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| Keywords: | Traffic Engineering Driver Behavior Logistic Regression Data Mining |
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