DocumentCode :
679256
Title :
A cooperative system based variable speed limit control algorithm against jam waves - an extension of the SPECIALIST algorithm
Author :
Hegyi, Andreas ; Netten, B.D. ; Wang, Michael ; Schakel, Wouter ; Schreiter, Thomas ; Yuan, Yuan ; van Arem, Bart ; Alkim, T.
Author_Institution :
Dept. of Transp. & Planning, Tech. Univ. Delft, Delft, Netherlands
fYear :
2013
fDate :
6-9 Oct. 2013
Firstpage :
973
Lastpage :
978
Abstract :
The SPECIALIST algorithm can resolve jam waves on freeways using roadside technology: detector loops and speed limit gantries. In this paper we extend the algorithm, enabling the integration with cooperative system technologies and other road side detectors, such as in-car detection and actuation, and video-based monitoring (VBM). Integrating these cooperative elements can provide faster and more accurate jam detection, which leads to a better performance of the SPECIALIST algorithm. For the fusion of the various data sources (loops, VBM, floating car data) an extension of the Adaptive Smoothing Method is used. The data fusion method is also adapted to comply with the input requirements of the SPECIALIST algorithm. The resulting system is suitable for a mixed roadside/in-car detection and actuation environment. The performance of the resulting system is evaluated using the microscopic simulator VISSIM. The results show that floating car data and VBM can considerably improve the jam detection times and the accuracy of the detected jam location, which lead to more efficient speed limit schemes.
Keywords :
computer vision; control engineering computing; road traffic control; sensor fusion; traffic engineering computing; velocity control; video signal processing; SPECIALIST algorithm; VBM; VISSIM microscopic simulator; actuation environment; adaptive smoothing method; cooperative system based variable speed limit control algorithm; data fusion method; data source fusion; detector loops; floating car data; freeways; in-car detection; jam waves; roadside technology; speed limit gantries; speed limit schemes; video-based monitoring; Accuracy; Detectors; Kernel; Smoothing methods; State estimation; Traffic control; Vehicles;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Transportation Systems - (ITSC), 2013 16th International IEEE Conference on
Conference_Location :
The Hague
Type :
conf
DOI :
10.1109/ITSC.2013.6728358
Filename :
6728358
Link To Document :
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