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The Analysis of Resource Sharing for Heterogenous Traffic Streams over 3GPP LTE with NB-IoT Functionality

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Distributed Computer and Communication Networks (DCCN 2020)

Abstract

The main feature in the development of Internet of Things (IoT) applications is the necessity of conjoint servicing of heterogenous data streams over existent network infrastructure. This trend has been recognized and supported by 3GPP with introducing of NarrowBand IoT (NB-IoT) technology, which allows to use the same resource by 3GPP LTE high-end equipment and NB-IoT low-end devices. The need of sharing the limited amount of available resource efficiently emphasizes the importance of theoretical study of formulated problem. The model of resource allocation and sharing for conjoint servicing of real time video traffic of surveillance cameras and NB-IoT data traffic of smart meters and actuators over LTE cell facilities is constructed. In the model the access control is used to create the conditions for differentiated servicing of coming sessions. All random variables used in the model have exponential distribution with corresponding mean values but the obtained results are valid for models with arbitrary distribution of service times. Using the model the main performance measures of interest are given with help of values of probabilities of model’s stationary states. The recursive algorithm of performance measures estimation is suggested. The model and derived algorithms can be used for study the scenarios of resource sharing between heterogenous data streams over 3GPP LTE with NB-IoT functionality.

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References

  1. Mehmood, Y., Ahmad, F., Yaqoob, I., Adnane, A., Imran, M., Guizani, S.: Internet-of- things-based smart cities: recent advances and challenges. IEEE Commun. Mag. 55(9), 16–24 (2017)

    Article  Google Scholar 

  2. Rico-Alvarino, A., et al.: An overview of 3GPP enhancements on machine to machine communications. IEEE Commun. Mag. 54(6), 14–21 (2016)

    Article  Google Scholar 

  3. 3GPP. Standardization of NB-IOT completed (2016). http://www.3gpp.org/news- events/ 3gpp-news/1785-nb_iot_complete

  4. Nokia. Dynamic end-to-end network slicing for 5G. White Paper (2017)

    Google Scholar 

  5. ElHalawany, B.M., Hashad, O., Wu, K., Tag Eldien, A.S.: Uplink resource allocation for multi-cluster internet-of-things deployment underlaying cellular networks. Mob. Netw. Appl. 25(1), 300–313 (2019). https://doi.org/10.1007/s11036-019-01288-6

    Article  Google Scholar 

  6. Malik, H., Pervaiz, H., Alam, M.M., et al.: Radio resource management scheme in NB-IoT systems. IEEE Access. 6, 15051–15064 (2018)

    Article  Google Scholar 

  7. Begishev, V., Begishev, V., et al.: Resource allocation and sharing for heterogeneous data collection over conventional 3GPP LTE and emerging NB-IoT technologies. Comput. Commun. 120(2), 93–101 (2018)

    Article  Google Scholar 

  8. Gudkova, I., et al.: Analyzing impacts of coexistence between M2M and H2H communication on 3GPP LTE system. In: Mellouk, A., Fowler, S., Hoceini, S., Daachi, B. (eds.) WWIC 2014. LNCS, vol. 8458, pp. 162–174. Springer, Cham (2014). https://doi.org/10.1007/978-3-319-13174-0_13

    Chapter  Google Scholar 

  9. Stepanov, S., Stepanov, M., Tsogbadrakh, A., Ndayikunda, J., Andrabi, U.: Resource allocation and sharing for transmission of batched NB-IoT traffic over 3GPP LTE. In: The Proceedings of the 24th Conference of Open Innovations Association (FRUCT), pp. 422–429. Moscow Technical University of Communications and Informatics. Moscow (2019)

    Google Scholar 

  10. Stepanov, S.N., Stepanov, M.S.: Efficient algorithm for evaluating the required volume of resource in wireless communication systems under joint servicing of heterogeneous traffic for the internet of things. Autom. Remote Control 80(11), 2017–2032 (2019). https://doi.org/10.1134/S0005117919110067

    Article  MathSciNet  MATH  Google Scholar 

  11. Iversen, V.B.: Teletraffic Engineering and Network Planning. Technical University of Denmark (2010)

    Google Scholar 

  12. Ross, K.W.: Multiservice Loss Models for Broadband Telecommunications Networks. Springer, Heidelberg (1995). https://doi.org/10.1007/978-1-4471-2126-8

    Book  MATH  Google Scholar 

  13. Kelly, F.P.: Blocking probabilities in large circuit-switched networks. Adv. Appl. Prob. 18, 473–505 (1986)

    Article  MathSciNet  Google Scholar 

  14. Iversen, V.B.: The exact evaluation of multi-service loss system with access control. Teleteknik 31(2), 56–61 (1987)

    Google Scholar 

  15. Iversen, V.B., Stepanov, S.N.: The usage of convolution algorithm with truncation for estimation of individual blocking probabilities in circuit-switched telecommunication networks. In: Ramaswami, V., Wirth, P.E. (eds.) Proceedings ITC 15, pp. 1327–1336. Elservier, Amsterdam (1997)

    Google Scholar 

  16. Stepanov, S.N., Stepanov, M.S.: Planning transmission resource at joint servicing of the multiservice real time and elastic data traffics. Autom. Remote Control. 78(11), 2004–2015 (2017)

    Article  MathSciNet  Google Scholar 

  17. Stepanov, S.N., Stepanov, M.S.: Planning the resource of information transmission for connection lines of multiservice hierarchical access networks. Autom. Remote Control 79(8), 1422–1433 (2018). https://doi.org/10.1134/S0005117918080052

    Article  MathSciNet  MATH  Google Scholar 

  18. Stepanov, S.N., Stepanov, M.S.: The model and algorithms for estimation the performance measures of access node serving the mixture of real time and elastic data. In: Vishnevskiy, V.M., Kozyrev, D.V. (eds.) DCCN 2018. CCIS, vol. 919, pp. 264–275. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-99447-5_23

    Chapter  Google Scholar 

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Correspondence to Sergey N. Stepanov .

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Stepanov, S.N., Stepanov, M.S., Andrabi, U., Ndayikunda, J. (2020). The Analysis of Resource Sharing for Heterogenous Traffic Streams over 3GPP LTE with NB-IoT Functionality. In: Vishnevskiy, V.M., Samouylov, K.E., Kozyrev, D.V. (eds) Distributed Computer and Communication Networks. DCCN 2020. Lecture Notes in Computer Science(), vol 12563. Springer, Cham. https://doi.org/10.1007/978-3-030-66471-8_32

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  • DOI: https://doi.org/10.1007/978-3-030-66471-8_32

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