Publication Details

Towards Scalable and Accurate Microscopic Traffic Simulation Using Advanced Cellular Automata Based Models

KORČEK, P.; SEKANINA, L.; FUČÍK, O. Towards Scalable and Accurate Microscopic Traffic Simulation Using Advanced Cellular Automata Based Models. Proceedings of the 13th International IEEE Conference on Intelligent Transportation Systems Workshops. Madeira Island: IEEE Intelligent Transportation Systems Society, 2010. p. 27-35. ISBN: 978-972-8822-20-0.
Czech title
Škálovatelný a vysoce přesný mikrosimulačný model založen na pokročilých celulárních automatech
Type
conference paper
Language
English
Authors
Korček Pavol, Ing., Ph.D. (DCSY)
Sekanina Lukáš, prof. Ing., Ph.D. (DCSY)
Fučík Otto, doc. Dr. Ing. (DCSY)
Keywords

Traffic, microsimulation, validation, fundamental diagram, acceleration, multicore.

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 almost linear speedup on various multi-core computing platforms.

Published
2010
Pages
27–35
Proceedings
Proceedings of the 13th International IEEE Conference on Intelligent Transportation Systems Workshops
ISBN
978-972-8822-20-0
Publisher
IEEE Intelligent Transportation Systems Society
Place
Madeira Island
BibTeX 
@inproceedings{BUT35832,
  author="Pavol {Korček} and Lukáš {Sekanina} and Otto {Fučík}",
  title="Towards Scalable and Accurate Microscopic Traffic Simulation Using Advanced Cellular Automata Based Models",
  booktitle="Proceedings of the 13th International IEEE Conference on Intelligent Transportation Systems Workshops",
  year="2010",
  pages="27--35",
  publisher="IEEE Intelligent Transportation Systems Society",
  address="Madeira Island",
  isbn="978-972-8822-20-0"
}
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