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Simulation and Experimental Study of Multi-source Application Layer ARQ for FANET

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Internet of Things, Smart Spaces, and Next Generation Networks and Systems (NEW2AN 2021, ruSMART 2021)

Abstract

This paper discusses a FANET consisting of several source nodes and one destination node in the form of a ground station. As data for transmission, a video stream was considered, which was broadcasted in real time simultaneously by several source nodes. Simulation of the multi-stream data transmission process was carried out in NS-3 environment. Several variations of multi-stream transmission modeling were considered, in the first of which the Application class was used to create several source nodes, in the second the Poisson Pareto Burst Process (PPBP) traffic generator was used. Based on the simulation results, it was concluded that an increase in the number of flying source nodes negatively affects QoS: the requirement for Goodput increases, the destination node buffer is overloaded and video data packets are dropped, and PDR decreases. To solve the above problem, the Multi-Source Application Layer ARQ (MS-AL-ARQ) method is proposed, the main principle of which is to repeat the lost data chunks at the application level. This paper describes the principle of operation of MS-AL-ARQ for working with separate input buffers and a common input buffer at the destination node. Both variations of the MS-AL-ARQ operation are implemented in software, the effectiveness of their application was experimentally proven.

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References

  1. Bujari, A., Palazzi, C.E., Ronzani, D.: FANET application scenarios and mobility models. In: Proceedings of the 3rd Workshop on Micro Aerial Vehicle Networks, Systems, and Applications, pp. 43–46 (2017)

    Google Scholar 

  2. Gapeyenko, M., Petrov, V., Moltchanov, D., Andreev, S., Himayat, N., Koucheryavy, Y.: Flexible and reliable UAV-assisted backhaul operation in 5G mmWave cellular networks. IEEE J. Sel. Areas Commun. 36, 2486–2496 (2018)

    Article  Google Scholar 

  3. Pirmagomedov, R., Kirichek, R., Blinnikov, M., Koucheryavy, A.: UAV-based gateways for wireless nanosensor networks deployed over large areas. Comput. Commun. 146, 55–62 (2019)

    Article  Google Scholar 

  4. Nex, F., Remondino, F.: UAV for 3D mapping applications: a review. Appl. Geomat. 6(1), 1–15 (2013). https://doi.org/10.1007/s12518-013-0120-x

    Article  Google Scholar 

  5. Menouar, H., Guvenc, I., Akkaya, K., Uluagac, A.S., Kadri, A., Tuncer, A.: UAV-enabled intelligent transportation systems for the smart city: applications and challenges. IEEE Commun. Mag. 55, 22–28 (2017)

    Article  Google Scholar 

  6. Dinh, T.D., Vishnevsky, V., Le, D.T., Kirichek, R., Koucheryavy, A.: Determination of subscribers coordinates using flying network for emergencies. In: 2021 23rd International Conference on Advanced Communication Technology (ICACT), pp. 1–10. IEEE, February 2021

    Google Scholar 

  7. Bekmezci, I., Sen, I., Erkalkan, E.: Flying ad hoc networks (FANET) test bed implementation. In: Proceedings of7th International Conference on Recent Advances in Space Technologies (RAST), pp. 665–668. IEEE (2015)

    Google Scholar 

  8. Srivastava, A., Prakash, J.: Future FANET with application and enabling techniques: anatomization and sustainability issues. Comput. Sci. Rev. 39, 100359 (2021)

    Article  MathSciNet  Google Scholar 

  9. De Rango, F., Potrino, G., Tropea, M., Santamaria, A.F., Fazio, P.: Scalable and ligthway bio-inspired coordination protocol for FANET in precision agriculture applications. Comput. Electr. Eng. 74, 305–318 (2019)

    Article  Google Scholar 

  10. Chriki, A., Touati, H., Snoussi, H., Kamoun, F.: FANET: Communication, mobility models and security issues. Comput. Netw. 163, 106877 (2019)

    Article  Google Scholar 

  11. Bekmezci, I., Sahingoz, O.K., Temel, Ş: Flying ad-hoc networks (FANETs): a survey. Ad Hoc Netw. 11, 1254–1270 (2013)

    Article  Google Scholar 

  12. Vasiliev, D.S., Meitis, D.S., Abilov, A.: Simulation-based comparison of AODV, OLSR and HWMP protocols for flying ad hoc networks. In: Balandin, S., Andreev, S., Koucheryavy, Y. (eds.) NEW2AN 2014. LNCS, vol. 8638, pp. 245–252. Springer, Cham (2014). https://doi.org/10.1007/978-3-319-10353-2_21

    Chapter  Google Scholar 

  13. Khan, M.F., Yau, K.L.A., Noor, R.M., Imran, M.A.: Routing schemes in FANETs: a survey. Sensors 20(1), 38 (2020)

    Article  Google Scholar 

  14. Zhao, L., Saif, M.B., Hawbani, A., Min, G., Peng, S., Lin, N.: A novel improved artificial bee colony and blockchain-based secure clustering routing scheme for FANET. China Commun. 18(7), 103–116 (2021)

    Article  Google Scholar 

  15. Khan, I.U., et al.: Smart IoT control-based nature inspired energy efficient routing protocol for flying ad hoc network (FANET). IEEE Access 8, 56371–56378 (2020)

    Article  Google Scholar 

  16. Kaisina, I.A., et al.: NS-3 simulation of Poisson-Pareto burst process in multi-source FANET scenario with network coding. In: Moscow Workshop on Electronic and Networking Technologies (MWENT), Moscow, pp. 1–5. IEEE (2020)

    Google Scholar 

  17. Tom Henderson: NS-3. wifi-phy-configuration.cc (2021). https://www.nsnam.org/doxygen/wifi-phy-configuration_8cc_source.html. Accessed 10 June 2021

  18. Addie, R.G., Neame, T.D., Zukerman, M.: Performance evaluation of a queue fed by a Poisson Pareto burst process. Comput. Netw. 40(3), 377–397 (2002)

    Article  Google Scholar 

  19. Zukerman, M., Neame, T.D., Addie, R.G.: Internet traffic modeling and future technology implications. In: IEEE INFOCOM 2003. Twenty-second Annual Joint Conference of the IEEE Computer and Communications Societies (IEEE Cat. No. 03CH37428), vol. 1, pp. 587–596. IEEE, March 2003

    Google Scholar 

  20. Ammar, D., Begin, T., Guerin-Lassous, I.: A new tool for generating realistic internet traffic in ns-3. In: Proceedings of the 4th International ICST Conference on Simulation Tools and Techniques – ICST, Barcelona, Spain, 22–24 March 2011, pp. 81–83 (2011)

    Google Scholar 

  21. Vasiliev, D., et al.: Application layer ARQ and network coding for QoS improving in UAV-assisted networks. In: Proceedings of 25th Conference of Open Innovations Association (FRUCT), pp. 353–360. IEEE (2019)

    Google Scholar 

  22. Jacobson, V.: Congestion avoidance and control. ACM SIGCOMM Comput. Commun. Rev. 18(4), 314–329 (1988)

    Article  Google Scholar 

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Acknowledgments

The reported study was funded by RFBR according to the research project No. 19-29-06076.

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Correspondence to Irina Kaisina .

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Kaisina, I., Abilov, A., Vasiliev, D., Lamri, M.A., Nistyuk, A. (2022). Simulation and Experimental Study of Multi-source Application Layer ARQ for FANET. In: Koucheryavy, Y., Balandin, S., Andreev, S. (eds) Internet of Things, Smart Spaces, and Next Generation Networks and Systems. NEW2AN ruSMART 2021 2021. Lecture Notes in Computer Science(), vol 13158. Springer, Cham. https://doi.org/10.1007/978-3-030-97777-1_23

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  • DOI: https://doi.org/10.1007/978-3-030-97777-1_23

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  • Print ISBN: 978-3-030-97776-4

  • Online ISBN: 978-3-030-97777-1

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