中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
A mathematical model for the prediction of speeding with its validation

文献类型:期刊论文

作者Guozhen Zhao; Changxu Wu; Chunming Qiao; Wu, Changxu; Zhao, Guozhen
刊名IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
出版日期2013
卷号14期号:2页码:828-836
关键词In-vehicle intelligent system mathematical model speeding speeding prediction
ISSN号1524-9050
DOI10.1109/TITS.2013.2257757
文献子类article
英文摘要

Speeding is one of the most prevalent contributing factors in traffic crashes. The prediction of speeding is important to reduce excessive speeds and prevent speeding-related traffic accidents and injuries. Speeding (either intentional or unintentional) is a consequence of inappropriate speed control. This paper extends a previous mathematical model of driver speed control to provide quantitative predictions of intentional and unintentional speeding. These predictions consist of the time at which the driver exceeds the speed limit and the magnitude of speeding. Based on these modeling predictions, this paper develops an intelligent speeding prediction system (ISPS) to prevent the occurrence of speeding. An experimental study using a driving simulator is conducted to evaluate the ISPS. We find no significant difference between modeled predictions and experimental results in terms of the time and magnitude of intentional speeding. In addition, the ISPS can successfully predict the majority of unintentional speeding instances, with only a small portion of unnecessary speeding warnings. Applications of the ISPS to reduce driving speed and prevent the real-time occurrence of speeding and speeding-related traffic accidents are discussed. 

语种英语
源URL[http://ir.psych.ac.cn/handle/311026/32330]  
专题中国科学院心理研究所
通讯作者Wu, Changxu
推荐引用方式
GB/T 7714
Guozhen Zhao,Changxu Wu,Chunming Qiao,et al. A mathematical model for the prediction of speeding with its validation[J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS,2013,14(2):828-836.
APA Guozhen Zhao,Changxu Wu,Chunming Qiao,Wu, Changxu,&Zhao, Guozhen.(2013).A mathematical model for the prediction of speeding with its validation.IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS,14(2),828-836.
MLA Guozhen Zhao,et al."A mathematical model for the prediction of speeding with its validation".IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS 14.2(2013):828-836.

入库方式: OAI收割

来源:心理研究所

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