Result Details

A Scalable Cellular Automata Based Microscopic Traffic Simulation

KORČEK, P.; SEKANINA, L.; FUČÍK, O. A Scalable Cellular Automata Based Microscopic Traffic Simulation. Proceedings of the IEEE Intelligent Vehicles Symposium 2011 (IV11). Baden-Baden: IEEE Intelligent Transportation Systems Society, 2011. p. 13-18. ISBN: 978-1-4577-0889-3.
Type
conference paper
Language
English
Authors
Korček Pavol, Ing., Ph.D., DCSY (FIT)
Sekanina Lukáš, prof. Ing., Ph.D., DCSY (FIT)
Fučík Otto, doc. Dr. Ing., DCSY (FIT)
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.

Keywords

Simulation, Traffic, Scalable approach, Bitwise operation

URL
Published
2011
Pages
13–18
Proceedings
Proceedings of the IEEE Intelligent Vehicles Symposium 2011 (IV11)
Conference
2011 IEEE Intelligent Vehicles Symposium
ISBN
978-1-4577-0889-3
Publisher
IEEE Intelligent Transportation Systems Society
Place
Baden-Baden
DOI
10.1109/IVS.2011.5940393
BibTeX 
@inproceedings{BUT76305,
  author="Pavol {Korček} and Lukáš {Sekanina} and Otto {Fučík}",
  title="A Scalable Cellular Automata Based Microscopic Traffic Simulation",
  booktitle="Proceedings of the IEEE Intelligent Vehicles Symposium 2011 (IV11)",
  year="2011",
  pages="13--18",
  publisher="IEEE Intelligent Transportation Systems Society",
  address="Baden-Baden",
  doi="10.1109/IVS.2011.5940393",
  isbn="978-1-4577-0889-3",
  url="http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=5940393"
}
Files
Projects
Advanced secured, reliable and adaptive IT, BUT, Vnitřní projekty VUT, FIT-S-11-1, start: 2011-01-01, end: 2013-12-31, completed
Mathematical and Engineering Approaches to Developing Reliable and Secure Concurrent and Distributed Computer Systems, GACR, Doktorské granty, GD102/09/H042, start: 2009-01-30, end: 2012-12-31, completed
Natural Computing on Unconventional Platforms, GACR, Standardní projekty, GAP103/10/1517, start: 2010-01-01, end: 2013-12-31, running
Security-Oriented Research in Information Technology, MŠMT, Institucionální prostředky SR ČR (např. VZ, VC), MSM0021630528, start: 2007-01-01, end: 2013-12-31, running
Research groups
Evolvable Hardware Research Group (RG EHW)
Departments
Department of Computer Systems (DCSY)
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