Publication Details

A Scalable Cellular Automata Based Microscopic Traffic Simulation

KORČEK Pavol, SEKANINA Lukáš and FUČÍK Otto. A Scalable Cellular Automata Based Microscopic Traffic Simulation. In: Proceedings of the IEEE Intelligent Vehicles Symposium 2011 (IV11). Baden-Baden: IEEE Intelligent Transportation Systems Society, 2011, pp. 13-18. ISBN 978-1-4577-0889-3. Available from: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=5940393
Czech title
Mikroskopická simulace dopravy založená na škálovatelném modelu celulárního automatu
Type
conference paper
Language
english
Authors
Korček Pavol, Ing., Ph.D. (DCSY FIT BUT)
Sekanina Lukáš, prof. Ing., Ph.D. (DCSY FIT BUT)
Fučík Otto, doc. Dr. Ing. (DCSY FIT BUT)
URL
Keywords

Simulation, Traffic, Scalable approach, Bitwise operation

Abstract

This paper presents a new model for simulations of very large scale traffic networks. The proposed model is based on microscopic cellular automata (CA) extended to eliminate unwanted properties of ordinary CA based models, such as stopping from maximum speed to zero in one time step. The accuracy of the model has been validated by comparisons with various fundamental diagrams. A parallel implementation developed using the proposed model allows for an almost linear speedup. This allows to run a simulation multiple in real-time, that the traffic state of very large scale networks can be precisely predicted, for example, with various scenarios.

Published
2011
Pages
13-18
Proceedings
Proceedings of the IEEE Intelligent Vehicles Symposium 2011 (IV11)
Conference
2011 IEEE Intelligent Vehicles Symposium, Baden-Baden, DE
ISBN
978-1-4577-0889-3
Publisher
IEEE Intelligent Transportation Systems Society
Place
Baden-Baden, DE
DOI
10.1109/IVS.2011.5940393
BibTeX 
@INPROCEEDINGS{FITPUB9554,
   author = "Pavol Kor\v{c}ek and Luk\'{a}\v{s} Sekanina and Otto Fu\v{c}\'{i}k",
   title = "A Scalable Cellular Automata Based Microscopic Traffic Simulation",
   pages = "13--18",
   booktitle = "Proceedings of the IEEE Intelligent Vehicles Symposium 2011 (IV11)",
   year = 2011,
   location = "Baden-Baden, DE",
   publisher = "IEEE Intelligent Transportation Systems Society",
   ISBN = "978-1-4577-0889-3",
   doi = "10.1109/IVS.2011.5940393",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/9554"
}
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