Development and Testing of a Connected Vehicle Optimal Lane Selection Algorithm

被引:0
|
作者
Kang, Kyungwon [1 ]
Bichiou, Youssef [1 ]
Rakha, Hesham A. [1 ]
Elbery, Ahmed [2 ]
Yang, Hao [3 ]
机构
[1] Virginia Tech, Transportat Inst, Ctr Sustainable Mobil, Blacksburg, VA 24061 USA
[2] Queens Univ, Sch Comp, Kingston, ON, Canada
[3] Toyota InfoTechnol Ctr USA Inc, Mountain View, CA 94043 USA
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中图分类号
U [交通运输];
学科分类号
08 ; 0823 ;
摘要
The next generation of wireless technology, 5G, provides an opportunity to intensify the application of connected transportation systems. Connectivity based on long-range communication that allows for the transmission of massive amounts of data in near real-time can enhance transportation system efficiency and safety. This study focuses on the optimal lane selection (OLS) algorithm proposed in [1] as one possible connected vehicle application. This application was proposed to provide a driver with optimal lane advisories, as estimated based on downstream data transmitted through short-range wireless communication. This study enhances the OLS in consideration of long-range connectivity. The developed OLS application was evaluated on a freeway segment using a microscopic traffic simulator, INTEGRATION. Based on a sensitivity analysis of the traffic demand level, the OLS algorithm was demonstrated to be beneficial at demand levels between 75% and 100% of capacity and also improved lane allocation performance. The proposed application was also evaluated on a section of I-66 in the USA. The results show that the OLS application can not only reduce delay and travel time of connected vehicles, but also produce system-wide benefits.
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页码:1531 / 1536
页数:6
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