Abstract
Machine type communications (MTC) or machine-to-machine (M2M) services become one of the drivers towards 5th generation (5G) wireless network. Various MTC devices such as smart meters and sensors form the basis of smart cites and homes. The question is how to efficiently transmit the information from MTC devices via a wireless network, which is primarily used for human-to-human (H2H) communications. Nevertheless, one of the important qualities of service (QoS) measure is still blocking probability. In the simplest case, the Erlang B formula is used to calculate the blocking probability. A more precise value can be obtained considering the MTC devices positons within a cell and applied radio resource management (RRM) mechanisms. First of all, it is expressed in the distances from the devices to eNodeB. In the paper, following the approach of including the stochastic distance in the queuing system, we propose formulas for calculating stationary probability distribution in product form considering a channel quality indicator (CQI) reported by MTC devices. Two RRM schedulers working according to the round robin policy (RRP) and full power policy (FPP) are considered. The former assumes full occupation of a time frame by all MTC devices and a variable devices’ power such that to achieve a needed uplink bit rate. The latter assumes a constant power and variable time frame occupation.
The reported study was funded by RFBR and Moscow City Government according to the research project No. 15-37-70016 mol_a_mos, and by RFBR according to the research project No. 15-07-00766 a, and the Ministry of Education and Science of the Russian Federation (President’s Scholarship No. 2987.2016.5).
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ITU-R M.2370: IMT traffic estimates for the years 2020 to 2030 (2015)
ITU-R M.2320: Future technology trends of terrestrial IMT systems (2014)
ITU-R M.2083: IMT Vision - Framework and overall objectives of the future development of IMT for 2020 and beyond (2015)
Shorgin, S.Y., Samouylov, K.E., Gudkova, I.A., Galinina, O.S., Andreev, S.D.: On the benefits of 5G wireless technology for future mobile cloud computing. In: The 1st International Science and Technology Conference Modern Networking Technologies (MoNeTec): SDN & NFV, The Next Generation of Computational Infrastructure, pp. 151–154. MAKS Press, Moscow (2014)
Samouylov, K.E., Gudkova, I.A., Markova, E.V.: Formalizing set of multiservice models for analyzing pre-emption mechanisms in wireless 3GPP networks. In: Samouylov, K., Gudkova, I., Markova, E. (eds.) Distributed Computer and Communication Networks. Communications in Computer and Information Science, vol. 601, pp. 61–71. Springer, Switzerland (2016)
Borodakiy, V.Y., Buturlin, I.A., Gudkova, I.A., Samouylov, K.E.: Modelling and analysing a dynamic resource allocation scheme for M2M traffic in LTE networks. In: Balandin, S., Andreev, S., Koucheryavy, Y. (eds.) NEW2AN 2013 and ruSMART 2013. LNCS, vol. 8121, pp. 420–426. Springer, Heidelberg (2013)
Gudkova, I., Samouylov, K., Buturlin, I., Borodakiy, V., Gerasimenko, M., Galinina, O., Andreev, S.: 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, Heidelberg (2014)
Ahmadian, A., Galinina, O., Gudkova, I.A., Andreev, S., Shorgin, S., Samouylov, K.: On capturing spatial diversity of joint M2M/H2H dynamic uplink transmissions in 3GPP LTE cellular System. In: Balandin, S., Andreev, S., Koucheryavy, Y. (eds.) NEW2AN/ruSMART 2015. LNCS, vol. 9247, pp. 407–421. Springer, Heidelberg (2015)
Galinina, O., Andreev, S., Gerasimenko, M., Koucheryavy, Y., Himayat, N., Yeh, S.-P., Talwar, S.: Capturing spatial randomness of heterogeneous Cellular/WLAN deployments with dynamic traffic. Sel. Areas Commun. 32(6), 1083–1099 (2014)
Galinina, O., Andreev, S., Turlikov, A., Koucheryavy, Y.: Optimizing energy efficiency of a multi-radio mobile device in heterogeneous beyond-4G networks. Perform. Eval. 78, 18–41 (2014)
3GPP TS 36.300: Evolved Universal Terrestrial Radio Access (E-UTRA) and Evolved Universal Terrestrial Radio Access Network (E-UTRAN) (2015)
3GPP TR 38.913: Study on scenarios and requirements for next generation access technologies (2016)
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Samouylov, K., Gudkova, I., Markova, E., Dzantiev, I. (2016). On Analyzing the Blocking Probability of M2M Transmissions for a CQI-Based RRM Scheme Model in 3GPP LTE. In: Dudin, A., Gortsev, A., Nazarov, A., Yakupov, R. (eds) Information Technologies and Mathematical Modelling - Queueing Theory and Applications. ITMM 2016. Communications in Computer and Information Science, vol 638. Springer, Cham. https://doi.org/10.1007/978-3-319-44615-8_29
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DOI: https://doi.org/10.1007/978-3-319-44615-8_29
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