World Scientific
  • Search
Skip main navigation

Cookies Notification

We use cookies on this site to enhance your user experience. By continuing to browse the site, you consent to the use of our cookies. Learn More
×
Our website is made possible by displaying certain online content using javascript.
In order to view the full content, please disable your ad blocker or whitelist our website www.worldscientific.com.

System Upgrade on Tue, Oct 25th, 2022 at 2am (EDT)

Existing users will be able to log into the site and access content. However, E-commerce and registration of new users may not be available for up to 12 hours.
For online purchase, please visit us again. Contact us at [email protected] for any enquiries.

A COMPLEX SIS SPREADING MODEL IN AD HOC NETWORKS WITH REDUCED COMMUNICATION EFFORTS

    In this work, spreading of information is investigated in a vehicular ad hoc network (VANET) by agent-based simulation. The proposed model is complex, containing two major states and some minor substates and additionally both reversible and irreversible state changes. According to our results, the spreading is really fast and widespread, the system can be in an up-to-date phase without external control. We show a very simple way to keep the system in this up-to-date status reducing dramatically the communication costs. Nevertheless, the topology of both the instantaneous and the aggregate communication network is also analyzed in this self-organized system and scale-free networks are found.

    References

    • 1. Campolo, C. and Molinaro, A., On vehicle-to-roadside communications in 802.11p/wave VANETs, in 2011 IEEE Wireless Communications and Networking Conf., Cancun, Mexico, 2011, pp. 1010–1015, ISSN 1558-2612. CrossrefGoogle Scholar
    • 2. Cheng, L. and Shakya, R., VANET worm spreading from traffic modeling, in 2010 IEEE Radio and Wireless Symp. (RWS), New Orleans, USA, 2010, pp. 669–672, ISSN 2164-2958. CrossrefGoogle Scholar
    • 3. Domingos Da Cunha, F., Villas, L., Boukerche, A., Maia, G., Carneiro Viana, A., Mini, R. A. F. and Loureiro, A. A. F., Data communication in VANETs: Survey, applications and challenges, Ad Hoc Networks 44 (2016) 90–103. Crossref, ISIGoogle Scholar
    • 4. Du, L., Gong, S., Wang, L. and Li, X.-Y., Information-traffic coupled cell transmission model for information spreading dynamics over vehicular ad hoc network on road segments, Transp. Res. Part C Emerg. Technol. 73 (2016) 30–48. Crossref, ISIGoogle Scholar
    • 5. Hartenstein, H. and Laberteaux, K. P., VANET: Vehicular Applications and Inter-Networking Technologies (Wiley, New York, 2010). CrossrefGoogle Scholar
    • 6. Ilyés, A., Kovács, T., Tisza, G. and Varga, I., Spatial characteristics of communication in urban vehicular system, in Proc. 5th Int. Conf. Complexity, Future Information Systems and Risk (COMPLEXIS 2020) (SciTePress, Portugal, 2020), pp. 108–112. CrossrefGoogle Scholar
    • 7. Patel, N. J. and Jhaveri, R. H., Trust based approaches for secure routing in VANET: A survey, Procedia Comput. Sci. 45 (2015) 592–601. CrossrefGoogle Scholar
    • 8. Krajzewicz, D., Erdmann, J., Behrisch, M. and Bieker, L., Recent development and applications of SUMO — Simulation of Urban Mobility, Int. J. Adv. Syst. Meas. 5 (2012) 128–138. Google Scholar
    • 9. Kumar, R. and Dave, M., A review of various VANET data dissemination protocols, Int. J. u- e- Serv. Sci. Technol. 5 (2012) 27–44. Google Scholar
    • 10. Moinet, A., Pastor-Satorras, R. and Barrat, A., Effect of risk perception on epidemic spreading in temporal networks, Phys. Rev. E 97 (2018) 012313. Crossref, ISIGoogle Scholar
    • 11. Ni, S.-Y., Tseng, Y.-C., Chen, Y.-S. and Sheu, J.-P., The broadcast storm problem in a mobile ad hoc network, in Proc. 5th Annual ACM/IEEE Int. Conf. Mobile Computing and Networking, Seattle, USA, 1999, pp. 152–162. CrossrefGoogle Scholar
    • 12. Qiao, L., Shi, Y. and Chen, S., An empirical study on the temporal structural characteristics of VANETs on a taxi GPS dataset, IEEE Access 5 (2017) 722–731. Crossref, ISIGoogle Scholar
    • 13. Roberto, F. M., Júnior, J. C. and Schulzrinne, H., Using a symmetric game based in volunteer’s dilemma to improve VANETs multihop broadcast communication, in 2011 IEEE 22nd Int. Symp. Personal, Indoor and Mobile Radio Communications, Toronto, ON, 2011, pp. 777–782, ISSN 2166-9589. CrossrefGoogle Scholar
    • 14. Salvo, P., De Felice, M., Baiocchi, A., Cuomo, F. and Rubin, I., Timer-based distributed dissemination protocols for VANETs and their interaction with MAC layer, in 2013 IEEE 77th Vehicular Technology Conf. (VTC Spring), Dresden, Germany, 2013, pp. 1–6, ISSN 1550-2252. CrossrefGoogle Scholar
    • 15. Salvo, P., De Felice, M., Cuomo, F. and Baiocchi, A., Infotainment traffic flow dissemination in an urban VANET, in 2012 IEEE Global Communications Conf. (GLOBECOM), Anaheim, USA, 2012, pp. 67–72, ISSN 1930-529X. CrossrefGoogle Scholar
    • 16. Singh, S. and Agrawal, S., VANET routing protocols: Issues and challenges, in 2014 Recent Advances in Engineering and Computational Sciences (RAECS), Chandigarh, 2014, pp. 1–5. CrossrefGoogle Scholar
    • 17. Tomar, P., Chaurasia, B. K. and Tomar, G. S., State of the art of data dissemination in VANETs, Int. J. Comput. Theory Eng. 2 (2010) 957–962. CrossrefGoogle Scholar
    • 18. Treiber, M. and Kesting, A., Traffic Flow Dynamics (Springer, Berlin, 2013). CrossrefGoogle Scholar
    • 19. Varga, I. and Kocsis, G., Statistical properties of VANET-based information spreading, Advances in Systems Science and Applications, (2020) (submitted). Google Scholar
    • 20. Varga, I., Némethy, A. and Kocsis, G., Agent-based simulation of information spreading in VANET, in Lecture Notes in Computer Science: Cellular Automata for Research and Industry 2018, Vol. 11115 (2018), pp. 166–174. https://doi.org/10.1007/978-3-319-99813-8_15. Google Scholar
    • 21. Wu, D., Cao, J., Ling, Y., Liu, J. and Sun, L., Routing algorithm based on multi-community evolutionary game for VANET, J. Networks 7 (2012) 1106–1115. CrossrefGoogle Scholar
    Remember to check out the Most Cited Articles!

    Check out our titles in Complex Systems today!