Skip to main content

A Cooperative Multi-Agent System for Traffic Congestion Management in VANET

  • Conference paper
Advances in Computer Science, Engineering & Applications

Part of the book series: Advances in Intelligent and Soft Computing ((AINSC,volume 166))

Abstract

Vehicular ad hoc networks (VANETs) are attracting the interest of a great number of academicians and industrials. One of the most interesting features is the possibility to use a spontaneous and inexpensive wireless ad hoc network between vehicles to exchange useful information such as warning the drivers of an accident or a danger. The very recent researches on Vehicular Ad Hoc networks present novel approaches which combine multi-agent technology with transportation systems. In this paper we focus on how to solve the problem of congestion and traffic management through the application of different agent technologies. Having cars equipped with sensors in a VANET, we propose an approach based on multi mobile agent technology. The empirical results have showed the impact of agent and intelligent communications on the Vehicular Ad Hoc networks in reducing the congestion in VANETs.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 259.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 329.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Bazzan, A., Klügl, F.: Multi-Agent Systems for Traffic and Transportation. In: IGI Global, April 30, pp. xiv (2009)

    Google Scholar 

  2. Li, F., Wang, Y.: Routing in vehicular ad hoc networks: a survey. IEEE Vehicular Technology Magazine 6, 12–22 (2007)

    Article  Google Scholar 

  3. Urra, O., Ilarri, S., Mena, E., Delot, T.: Using Hitchhiker Mobile Agents for Environment Monitoring. In: Proceedings of PAAMS, March 25-27, pp. 557–566 (2009)

    Google Scholar 

  4. Lee, U., Magistretti, E., Gerla, M., Bellavista, P., Lio, P., Lee, K.W.: Bio-inspired Multi-Agent Data Harvesting in a Proactive Urban Monitoring Environment. Elsevier Journal of Ad Hoc Networks 7(4) (June 2009)

    Google Scholar 

  5. Fang, Z., Liu, X.: An Agent-Based Intelligent Transport System. In: Shen, W., Yong, J., Yang, Y., Barthès, J.-P.A., Luo, J. (eds.) CSCWD 2007. LNCS, vol. 5236, pp. 304–315. Springer, Heidelberg (2008)

    Chapter  Google Scholar 

  6. Ghazi, A., Ozkul, T.: Design and Simulation of an Artificially Intelligent VANET for Solving Traffic Congestion. MASAUM Journal of Basic and Applied Sciences 1(2), 278–283 (2009)

    Google Scholar 

  7. Tumer, K., Agogino, A.K., Welch, Z., Bazzan, A., Kluegl, F.: Traffic Congestion Management as a Learning Agent Coordination Problem. In: Multiagent Architectures for Traffic and Transportation Engineering. Lecture notes in AI, pp. 261–279. Springer (2009)

    Google Scholar 

  8. Gainaru, A., Dobre, C., Cristea, V.: A Realistic Mobility Model Based on Social Networks for the Simulation of VANETs. In: Proc. VTC Spring (2009)

    Google Scholar 

  9. Bhakthavathsalam, R., Nayak, S., Murthy, G.: Expediency of Penetration Ratio and Evaluation of Mean Throughput for Safety and Commercial Applications in VANETs. In: International Workshop on Communication Technologies for Vehicles, Proceedings of Nets4Cars 2009, Saint-Petersburg Russia, October 13-14 (2009)

    Google Scholar 

  10. Baldessari, R., Festag, A., Matos, A., Santos, J., Aguiar, R.: Flexible connectivity management in vehicular communication networs. In: Third Internationl Workshop on Intelligent Transportation, WIT 2006, Hamburg, Germany, pp. 756–758 (2006)

    Google Scholar 

  11. Raya, M., Hubaux, J.P.: Securing vehicular ad hoc networks. Journal of Computer Security 15(1), 39–68 (2007)

    Google Scholar 

  12. Danny, B., Oshima, L.M.: Seven Good Reasons for Mobile Agents. Communications of ACM 42(3) (March 1999)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Mohamed EL Amine Ameur .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2012 Springer-Verlag GmbH Berlin Heidelberg

About this paper

Cite this paper

EL Amine Ameur, M., Drias, H. (2012). A Cooperative Multi-Agent System for Traffic Congestion Management in VANET. In: Wyld, D., Zizka, J., Nagamalai, D. (eds) Advances in Computer Science, Engineering & Applications. Advances in Intelligent and Soft Computing, vol 166. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-30157-5_50

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-30157-5_50

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-30156-8

  • Online ISBN: 978-3-642-30157-5

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics