Vehicular ad-hoc network application for urban traffic management based on markov chains

International Arab Journal of Information Technology

Volumn 14, Issue 4A Special Issue, 2017, Pages 624-631

  Adart, Ahmed ^a   Mouncif, Hicham ^b   Naïmi, Mohamed ^a  

^a SULTAN MOULAY SLIMANE UNIVERSITY   (Morocco)

^b SULTAN MOULAY SLIMANE UNIVERSITY   (Morocco)

Author keywords

Intelligent transportation system; Markov chains; Markov decision process; Smart city; Vanet

Indexed keywords

EID: 85027399144     PISSN: 16833198     EISSN: 23094524     Source Type: Journal    
DOI: None     Document Type: Article

References (20)

1. Abdel Hafeez K., Zhao L., Ma B., and Mark J., “Performance Analysis and Enhancement of the DSRC for VANET's Safety Applications,” IEEE Transactions on Vehicular Technology, vol. 62, no. 7, pp. 3069-3083, 2013.
2. Antoniou C., Koutsopoulos H., and Yannis G., “Traffic State Prediction using Markov Chain Models,” in Proceeding of Control Conference, Kos, pp. 2428-2435, 2007..
3. Cunha F., Villas L., Boukerche A., Maia G., Viana A., Mini R., and Loureiro A., “Data Communication in VANETs: Protocols Applications and Challenges,” Ad Hoc Networks, vol. 44, pp. 30-103, 2016.
4. th International Joint Conference on Artificial Intelligence, Hyderabad, pp. 1860-1865, 2007.
5. Deakin M., Creating Smart-er Cities, Routledge, 2013.
6. Deng Y., Chen Y., Zhang Y., and Mahadevan S., “Fuzzy Dijkstra Algorithm for Shortest Path Problem Under Uncertain Environment,” Applied Soft Computing, vol. 12, no. 3, pp. 1231-1237, 2012.
7. Dimitrakopoulos G. and Demestichas P., “Intelligent Transportation Systems,” IEEE Vehicular Technology Magazine, vol. 5, no. 1, pp. 77-84, 2010.
8. Joshi P. and Vetrivelan P., “A Realistic Vehicle Tracking and Infotainment Service Provisioning in the Vehicular Networks,” ARPN Journal of Engineering and Applied Sciences, vol. 11, no. 17, pp. 10641-10648, 2016.
9. Kenney J., “Dedicated Short-Range Communications (DSRC) Standards in the United States,” in Proceedings of the IEEE, vol. 99, no. 7, pp. 1162-1182, 2011.
10. Metzler R., “Generalized Chapman-Kolmogorov Equation: A Unifying Approach to the Description of Anomalous Transport in External Fields,” Physical Review E, vol. 62, no. 5, pp. 6233-6245, 2000.
11. Moroccan Ministry of Equipment, http://www.equipement.gov.ma/en/Pages/home.as, Last Visited 2017.
12. Olaleye O., Sowunmi F., Abiola O., Salako M., and Eleyoowo I., “A Markov Chain Approach to the Dynamics of Vehicular Traffic Characteristics in Abeokuta Metropolis,” Research Journal of Applied Sciences Engineering and Technology, vol. 1, no. 3, pp. 160-166, 2009.
13. Papageorgiou M., Ben-Akiva M., Bottom J., Bovy P., Hoogendoorn S., Hounsell N., Kotsialos A., and McDonald M., “ITS and Traffic Management,” Handbooks in Operations Research and Management Science, vol. 14, pp. 715-774, 2007.
14. Puterman M., Markov Decision Processes: Discrete Stochastic Dynamic Programming, John Wiley and Sons, 2014.
15. Santa J., Gómez-Skarmeta A., and Sánchez-Artigas M., “Architecture and Evaluation of a Unified V2V and V2I Communication System Based on Cellular Networks,” Computer Communications, vol. 31, no. 12, pp. 2850-2861, 2008.
16. Sun S., Yu G., and Zhang C., “Short-Term Traffic Flow Forecasting using Sampling Markov Chain Method with Incomplete Data,” in Proceeding of Intelligent Vehicles Symposium, Parma, pp. 437-441, 2004.
17. Taha M. and Hasan Y., “VANET-DSRC Protocol for Reliable Broadcasting of Life Safety Messages,” in Proceeding of Signal Processing and Information Technology, Giza, pp. 104-109, 2008.
18. Tomandl A., Herrmann D., Fuchs K., Federrath H., and Scheuer F., “VANETsim: An Open Source Simulator for Security and Privacy Concepts in VANETs,” in Proceeding of International Conference on High Performance Computing and Simulation, Bologna, pp. 543-550, 2014.
19. Yang Y. and Jianya G., “An Efficient Implementation of Shortest Path Algorithm Based on Dijkstra Algorithm,” Journal of Wuhan Technical University of Surveying and Mapping, vol. 24, no. 3, pp. 208-212, 1999.
20. Yeon J., Elefteriadou L., and Lawphongpanich S., “Travel Time Estimation on a Freeway using Discrete Time Markov Chains,” Transportation Research Part B: Methodological, vol. 42, no. 4, pp. 325-338, 2008.