A New Approach for Real-Time Traffic Delay Estimation Based on Cooperative Vehicle-Infrastructure Systems at the Signal Intersection

作者: Haiqing Liu , Laxmisha Rai , Jianchun Wang , Chuanxiang Ren

DOI: 10.1007/S13369-018-3332-X

关键词:

摘要: Confined by the real-time and accuracy of traditional traffic collecting parameters, existing delay estimation models are generally with poor performance in guiding practical applications. In Cooperative Vehicle-Infrastructure System, entire space-time driving state information a single intelligent vehicle provides new data supporting for road status evaluation. Fully extracting value this kind data, paper proposes method based on Webster signalized intersection model. Taking each as benchmark point, arriving/leaving characteristics spatially interpolated stopping small amount vehicles. order to obtain critical queuing dissipation linear fitting is used forecast time further Markov model estimate number vehicles at time. Based characteristics, built according mechanism. The case study shows that, compared model, proposed can effectively improve estimating accuracy.

参考文章(38)
Elizabeth Boden, Steven M Click, Real-Time Traffic Signal Delay Estimation Using State-of-the-Practice Detection Technology: A Simulation Proof-of-Concept Transportation Research Board 89th Annual MeetingTransportation Research Board. ,(2010)
Bruce Hellinga, Babak Mehran, Sahar Tolami, Delay and Queue Length Estimation at Signalized Intersections Using Archived Automatic Vehicle Location and Passenger Count Data from Transit Vehicles Transportation Research Board 94th Annual MeetingTransportation Research Board. ,(2015)
Ozhan Unal, Mecit Cetin, Estimating Queue Dynamics and Delays at Signalized Intersections from Probe Vehicle Data Transportation Research Board 93rd Annual MeetingTransportation Research Board. ,(2014)
Thomas M. Brennan, Joseph M. Ernst, Christopher M. Day, Darcy M. Bullock, James V. Krogmeier, Mary Martchouk, Influence of Vertical Sensor Placement on Data Collection Efficiency from Bluetooth MAC Address Collection Devices Journal of Transportation Engineering-asce. ,vol. 136, pp. 1104- 1109 ,(2010) , 10.1061/(ASCE)TE.1943-5436.0000178
Jianyang Zheng, Xiaolei Ma, Yao-Jan Wu, Yinhai Wang, Measuring Signalized Intersection Performance in Real Time with Traffic Sensors Journal of Intelligent Transportation Systems. ,vol. 17, pp. 304- 316 ,(2013) , 10.1080/15472450.2013.771105
Alan J. Miller, Settings for Fixed-Cycle Traffic Signals Journal of the Operational Research Society. ,vol. 14, pp. 373- 386 ,(1963) , 10.1057/JORS.1963.61
Xiancai JIANG, Yulong PEI, Delay Model of Adaptive Signal Control Using Fixed Number Theory Journal of Transportation Systems Engineering and Information Technology. ,vol. 8, pp. 66- 70 ,(2008) , 10.1016/S1570-6672(08)60024-0
Kok Lay Teo, Hsiao-Fan Wang, Changzhi Wu, Optimization in Industrial Systems Mathematical Problems in Engineering. ,vol. 2014, pp. 1- 2 ,(2014) , 10.1155/2014/824539
Haiqing Liu, Licai Yang, Yao Zhang, Improved AODV Routing Protocol Based on Restricted Broadcasting by Communication Zones in Large-Scale VANET Arabian Journal for Science and Engineering. ,vol. 40, pp. 857- 872 ,(2015) , 10.1007/S13369-015-1585-1
Shumin Feng, Yusheng Ci, Lina Wu, Fenglin Zhang, Vehicle Delay Estimation for an Isolated Intersection under Actuated Signal Control Mathematical Problems in Engineering. ,vol. 2014, pp. 1- 7 ,(2014) , 10.1155/2014/356707