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D2D Data Offloading in Vehicular Networks with Delivery Time Selection

  • Loreto PescosolidoEmail author
  • Marco Conti
  • Andrea Passarella
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 10866)

Abstract

Within the framework of a Device-to-Device (D2D) data offloading system for cellular networks, we propose a Content Delivery Management System (CDMS) in which the instant for transmitting a content to a requesting node, through a D2D communication, is selected to minimize the energy consumption required for transmission. The proposed system is particularly fit to highly dynamic scenarios, such as vehicular networks, where the network topology changes at a rate which is comparable with the order of magnitude of the delay tolerance. Through extensive system level simulations, we compare the energy consumed by the devices to perform D2D data offloading using the proposed scheme with the energy consumed when using a benchmark scheme (proposed in previous works) without optimal transmission instant selection. The results show that, in specific scenarios, compared to the benchmark system in which the transmission instant is not optimized, the proposed system allows a reduction of the energy consumed for D2D communications above 90%.

Keywords

D2D data offloading Power control Delay-tolerant applications Radio resource management 

Notes

Acknowledgement

This work was partially funded by the EC under the H2020 REPLICATE (691735), SoBigData (654024) and AUTOWARE (723909) projects.

References

  1. 1.
    Rebecchi, F., et al.: Data offloading techniques in cellular networks: a survey. IEEE Commun. Surv. Tutor. 17(2), 580–603 (2015)CrossRefGoogle Scholar
  2. 2.
    Whitbeck, J., Lopez, Y., Leguay, J., Conan, V., de Amorim, M.D.: Push-and-track: saving infrastructure bandwidth through opportunistic forwarding. Pervasive Mob. Comput. 8(5), 682–697 (2012)CrossRefGoogle Scholar
  3. 3.
    Bruno, R., Masaracchia, A., Passarella, A.: Offloading through opportunistic networks with dynamic content requests. In: Proceedings of the IEEE MASS 2014, October 2014Google Scholar
  4. 4.
    Pescosolido, L., Conti, M., Passarella, A.: Performance evaluation of an energy efficient traffic offloading protocol for vehicular networks. In: Proceedings of the 1st International Balkan Conference on Communications and Networking (BalkanCom 2017), Tirana, AL, 30 May–2 June 2017 (2017)Google Scholar
  5. 5.
    Pescosolido, L., Conti, M., Passarella, A.: Performance analysis of a device-to-device offloading scheme for vehicular networks. In: Proceedings of the IEEE WoWMoM 2018, Chania, Greece, 12–15 June 2018 (2018)Google Scholar
  6. 6.
    Ji, M., Caire, G., Molisch, A.F.: Wireless device-to-device caching networks: basic principles and system performance. IEEE J. Sel. Areas Commun. 34(1), 176–189 (2016)CrossRefGoogle Scholar
  7. 7.
    Ji, M., Caire, G., Molisch, A.F.: Fundamental limits of caching in wireless D2D networks. IEEE Trans. Inf. Theory 62(2), 849–869 (2016)MathSciNetCrossRefGoogle Scholar
  8. 8.
    Lin, X., Andrews, J.G., Ghosh, A.: Spectrum sharing for device-to-device communication in cellular networks. IEEE Trans. Wirel. Commun. 13(12), 6727–6740 (2014)CrossRefGoogle Scholar
  9. 9.
    Yang, Y., Liu, T., Ma, X., Jiang, H., Liu, J.: FRESH: push the limit of D2D communication underlaying cellular networks. IEEE Tran. Mob. Comput. 16(6), 1630–1643 (2017)CrossRefGoogle Scholar
  10. 10.
    Rebecchi, F., de Amorim, M.D., Conan, V.: Circumventing plateaux in cellular data offloading using adaptive content reinjection. Comput. Netw. 106, 49–63 (2016)CrossRefGoogle Scholar
  11. 11.
    Rebecchi, F., Valerio, L., Bruno, R., Conan, V., De Amorim, M.D., Passarella, A.: A joint multicast/D2D learning-based approach to LTE traffic offloading. Comput. Commun. 72, 26–37 (2015)CrossRefGoogle Scholar
  12. 12.
    ICT METIS Project Deliverable 1.4: METIS Channel Models. Technical Report (2015)Google Scholar
  13. 13.
    Pescosolido, L., Conti, M., Passarella, A.: Performance analysis of a device-to-device offloading scheme in a vehicular network environment (2018). https://arxiv.org/pdf/1801.09082
  14. 14.
    3GPP: Study on 3D channel model for LTE (Release 12). 3rd Generation Partnership Project; Technical Specification Group Radio Access Network, T.R. 36.873, V12.4.0, March 2017Google Scholar

Copyright information

© IFIP International Federation for Information Processing 2018

Authors and Affiliations

  • Loreto Pescosolido
    • 1
    Email author
  • Marco Conti
    • 1
  • Andrea Passarella
    • 1
  1. 1.Institute for Informatics and Telematics (IIT)Italian National Research Council (CNR)PisaItaly

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