Assessing the Mobility and Environmental Benefits of Reservation-Based Intelligent Intersections Using an Integrated Simulator

被引:132
作者
Huang, Shan [1 ]
Sadek, Adel W.
Zhao, Yunjie [1 ]
机构
[1] SUNY Buffalo, Dept Civil Struct & Environm Engn, Buffalo, NY 14260 USA
基金
美国国家科学基金会;
关键词
Connected vehicle; intelligent systems; intelligent transportation systems; simulation; MICROSCOPIC SIMULATION; MODEL;
D O I
10.1109/TITS.2012.2186442
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
The connected vehicle research program is a multimodal research initiative in the U. S. that envisions a fully connected transportation system with wireless communications linking vehicles, the infrastructure, and handheld smart devices. This paper designs and evaluates a reservation-based approach to intersection control that is designed to take full advantage of the unprecedented connectivity that the connected vehicle initiative promises to provide. The control approach, which is referred to herein as the "intelligent intersection" approach, builds on the previous work by Dresner and Stone by introducing new features to better account for several aspects of the real-world driving environment. To design and evaluate the "intelligent intersection," a novel simulation test bed for connected vehicle applications is developed. The test bed integrates a microscopic traffic simulator with a network simulator and an emission analyzer. Using the integrated simulator, the mobility and environmental benefits of the intelligent intersection approach, compared with those of traditional control methods, are evaluated on two case studies: 1) an isolated intersection and 2) a real-world transportation network with multiple intersections. Results show that the proposed control approach offers significant mobility and environmental benefits. For example, for the second test case and using observed traffic volumes, the intelligent intersection reduced the average vehicle delay by 85%, fuel consumption by 50%, and emissions by 39%-50%. The study also demonstrates the utility of using the simulator test bed in the design and evaluation of connected vehicle applications.
引用
收藏
页码:1201 / 1214
页数:14
相关论文
共 31 条
[1]  
[Anonymous], 2010, VISSIM 5 30 CAR2X IN
[2]  
[Anonymous], 2001, SYNCHRO US GUID
[3]  
[Anonymous], 2008, P 11 COMM NETW SIM S, DOI DOI 10.1145/1400713.1400740
[4]  
Barth M., 2000, DEV COMPREHENSIVE MO
[5]   Combining Mesoscopic and Microscopic Simulation in an Integrated Environment as a Hybrid Solution [J].
Casas Vilaro, Jordi ;
Torday, Alexandre ;
Gerodimos, Alex .
IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2010, 2 (03) :25-33
[6]  
Dresner K., 2004, P 3 INT JOINT C AUT, V2, P530
[7]   A multiagent approach to autonomous intersection management [J].
Dresner, Kurt ;
Stone, Peter .
JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH, 2008, 31 :591-656
[8]  
Duncan G., 1998, PARAMICS TECHNICAL R
[9]   Capability-Enhanced Microscopic Simulation With Real-Time Traffic Signal Control [J].
Fang, Fang Clara ;
Elefteriadou, Lily .
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2008, 9 (04) :625-632
[10]  
Fritzsche H., 1994, Traffic Engineering and Control, V35, P317