CFP last date
21 October 2024
Reseach Article

Simulating Traffic Lights Control using Wireless Sensor Networks

by Abdulmomen Kadhim Khlaif, Muayad Sadik Croock, Shaimaa Hameed Shaker
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 104 - Number 12
Year of Publication: 2014
Authors: Abdulmomen Kadhim Khlaif, Muayad Sadik Croock, Shaimaa Hameed Shaker
10.5120/18251-9445

Abdulmomen Kadhim Khlaif, Muayad Sadik Croock, Shaimaa Hameed Shaker . Simulating Traffic Lights Control using Wireless Sensor Networks. International Journal of Computer Applications. 104, 12 ( October 2014), 1-8. DOI=10.5120/18251-9445

@article{ 10.5120/18251-9445,
author = { Abdulmomen Kadhim Khlaif, Muayad Sadik Croock, Shaimaa Hameed Shaker },
title = { Simulating Traffic Lights Control using Wireless Sensor Networks },
journal = { International Journal of Computer Applications },
issue_date = { October 2014 },
volume = { 104 },
number = { 12 },
month = { October },
year = { 2014 },
issn = { 0975-8887 },
pages = { 1-8 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume104/number12/18251-9445/ },
doi = { 10.5120/18251-9445 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:35:56.871687+05:30
%A Abdulmomen Kadhim Khlaif
%A Muayad Sadik Croock
%A Shaimaa Hameed Shaker
%T Simulating Traffic Lights Control using Wireless Sensor Networks
%J International Journal of Computer Applications
%@ 0975-8887
%V 104
%N 12
%P 1-8
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Wireless (magnetic) sensor networks offer a very attractive alternative to inductive loops for vehicular traffic control on freeways and at intersections in terms of cost, ease of deployment and maintenance, and enhanced measurement capabilities. In this work, we propose and simulate a simple and economic wireless sensor network architecture composed of only a single sensor node per lane, as a replacement to induction loops to be used in intelligent transportation systems. The results show that our work enhances the average vehicular waiting and travel times as compared with fixed-time signals, which produces significant change by a factor of almost 40%.

References
  1. "Trafficware resources - reference documents, signal timing. " http://www. trafficware. com/resources. Accessed: 2014-05-26.
  2. M. Kutz, Handbook of Transportation Engineering. McGraw-Hill handbooks, Mcgraw-hill, 2003.
  3. "Directive 2010/40/eu of the european parliament and of the council of 7 july 2010 on the framework for the deployment of intelligent transport systems in the field of road transport and for interfaces with other modes of transport. " http: //eur-lex. europa. eu/LexUriServ/LexUriServ. do? uri=OJ:L:2010:207:0001:0013:EN:PDF. Accessed: 2014-06-28.
  4. W. Dargie and C. Poellabauer, Fundamentals of wireless sensor networks: theory and practice. JohnWiley & Sons, 2010.
  5. D. Krajzewicz, J. Erdmann, M. Behrisch, and L. Bieker, "Recent development and applications of SUMO - Simulation of Urban MObility," International Journal On Advances in Systems and Measurements, vol. 5, pp. 128–138, December 2012.
  6. A. Varga and R. Hornig, "An overview of the omnet++ simulation environment," in Simutools '08: Proceedings of the 1st international conference on Simulation tools and techniques for communications, networks and systems & workshops, (ICST, Brussels, Belgium, Belgium), pp. 1–10, ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering), 2008.
  7. A. Albagul, M. Hrairi, M. Hidayathullah, et al. , "Design and development of sensor based traffic light system," American Journal of Applied Sciences, vol. 3, no. 3, p. 1745, 2006.
  8. M. Tubaishat, Q. Qi, Y. Shang, and H. Shi, "Wireless sensorbased traffic light control," in Consumer Communications and Networking Conference, 2008. CCNC 2008. 5th IEEE, pp. 702–706, IEEE, 2008.
  9. F. A. Al-Nasser and H. Rowaihy, "Simulation of dynamic traffic control system based on wireless sensor network," in Computers & Informatics (ISCI), 2011 IEEE Symposium on, pp. 40–45, IEEE, 2011.
  10. B. Zhou, J. Cao, X. Zeng, and H. Wu, "Adaptive traffic light control in wireless sensor network-based intelligent transportation system," in Vehicular Technology Conference Fall (VTC 2010-Fall), 2010 IEEE 72nd, pp. 1–5, IEEE, 2010.
  11. S. Faye, C. Chaudet, and I. Demeure, "A distributed algorithm for adaptive traffic lights control," in Intelligent Transportation Systems (ITSC), 2012 15th International IEEE Conference on, pp. 1572–1577, IEEE, 2012.
  12. S. Faye, C. Chaudet, and I. Demeure, "Influence of radio communications on multiple intersection control by a wireless sensor network," in ITS Telecommunications (ITST), 2013 13th International Conference on, pp. 307–312, IEEE, 2013.
  13. S. Faye, C. Chaudet, and I. Demeure, "A distributed algorithm for multiple intersections adaptive traffic lights control using a wireless sensor networks," in Proceedings of the first workshop on Urban networking, pp. 13–18, ACM, 2012.
  14. S. Y. Cheung, S. C. Ergen, and P. Varaiya, "Traffic surveillance with wireless magnetic sensors," in Proceedings of the 12th ITS world congress, pp. 1–13, 2005.
  15. A. Wegener, M. Piorkowski, M. Raya, H. Hellbrck, S. Fischer, and J. -P. Hubaux, "TraCI: An Interface for Coupling Road Traffic and Network Simulators," in 11th Communications and Networking Simulation Symposium (CNS), 2008.
  16. R. L. Gordon, W. Tighe, and I. Siemens, Traffic control systems handbook. US Department of Transportation, Federal Highway Administration, Office of Operations, 2005. http: //ops. fhwa. dot. gov/publications/fhwahop06006/ Accessed: 2014-06-09.
  17. A. K¨opke, M. Swigulski, K. Wessel, D. Willkomm, P. T. K. Haneveld, T. E. V. Parker, O. W. Visser, H. S. Lichte, and S. Valentin, "Simulating wireless and mobile networks in omnet++ the mixim vision," in Proceedings of the 1st International Conference on Simulation Tools and Techniques for Communications, Networks and Systems &Workshops, Simutools '08, (ICST, Brussels, Belgium, Belgium), pp. 71:1–71:8, ICST (Institute for Computer Sciences, Social-Informatics and Telecommunic
Index Terms

Computer Science
Information Sciences

Keywords

Vehicular traffic control Wireless sensor networks Simuation Omnetpp Sumo