Abstract
One of the main problems in LTE networks is the distribution of a limited number of radio resources among Human-to-Human (H2H) users as well as the increasing number of machine-type-communication (MTC) devices in machine-to-machine (M2M) communications. Different traffic types from user’s equipment and MTC devices transmitted over the network suggests a dynamic resource allocation in order to provide a better quality of service (QoS). In this paper, we propose a dynamic resource allocation scheme for M2M traffic in LTE networks. The suggested method is based on fixed bandwidth intervals at which traffic from MTC devices is serviced according to the Processor Sharing (PS) discipline. By means of a Markov model, an estimation of the behaviour of LTE for H2H and M2M traffics characteristics is shown. We propose an analytical solution to calculate the model performance measures, such as blocking probabilities for H2H users.
The study was supported by The Ministry of education and science of Russia (projects 14.U02.21.1874, 8.7962.2013) and was partially supported by RFBR, research project No. 13-07-00953 a.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Stasiak, M., Glabowski, M., Wisniewski, A., Zwierzykowski, P.: Modelling and dimensioning of mobile wireless networks: from GSM to LTE, 340 p. Willey (2010)
3GPP TS 36.300: Evolved Universal Terrestrial Radio Access (E-UTRA) and Evolved Universal Terrestrial Radio Access Network (E-UTRAN); Overall description; Stage 2 (Release 11) (2013)
Global Initiative for M2M Standardization, http://www.3gpp.org/Global-Initiative-for-M2M
Beale, M.: Future challenges in efficiently supporting M2M in the LTE standards. In: Proc. of the 10th Wireless Communications and Networking Conference WCNCW 2012, Paris, France, April 1-4, pp. 186–190. IEEE (2012)
Shin, S.Y., Triwicaksono, D.: Radio resource control scheme for machine-to-machine communication in LTE infrastructure. In: Proc. of the 3rd International Conference on ICT Convergence ICTC 2012, Jeju Island, Korea, October 15-17, pp. 1–6. IEEE (2012)
Zheng, K., Hu, F., Wang, W., Xiang, W., Dohler, M.: Radio resource allocation in LTE-advanced cellular networks with M2M communications. IEEE Communications Magazine 50(7), 184–192 (2012)
Kelly, F.P.: Reversibility and stochastic networks, 238 p. Cambridge University Press (2011)
Ross, K.W.: Multiservice loss models for broadband telecommunication networks. Springer, 343 p (1995)
Basharin, G.P., Samouylov, K.E., Yarkina, N.V., Gudkova, I.A.: A new stage in mathematical teletraffic theory. Automation and Remote Control 70(12), 1954–1964 (2009)
Gudkova, I.A., Samouylov, K.E.: Modelling a radio admission control scheme for video telephony service in wireless networks. In: Andreev, S., Balandin, S., Koucheryavy, Y. (eds.) NEW2AN/ruSMART 2012. LNCS, vol. 7469, pp. 208–215. Springer, Heidelberg (2012)
Samouylov, K.E., Gudkova, I.A., Maslovskaya, N.D.: A model for analysing impact of frequency reuse on inter-cell interference in LTE network. In: Proc. of the 4th International Congress on Ultra Modern Telecommunications and Control Systems ICUMT 2012, St. Petersburg, Russia, October 3-5, pp. 298–301. IEEE (2012)
Buturlin, I.A., Gaidamaka, Y.V., Samuylov, A.K.: Utility function maximization problems for two cross-layer optimization algorithms in OFDM wireless networks. In: Proc. of the 4th International Congress on Ultra Modern Telecommunications and Control Systems ICUMT 2012, St. Petersburg, Russia, October 3-5, pp. 63–65. IEEE (2012)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2013 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Borodakiy, V.Y., Buturlin, I.A., Gudkova, I.A., Samouylov, K.E. (2013). Modelling and Analysing a Dynamic Resource Allocation Scheme for M2M Traffic in LTE Networks. In: Balandin, S., Andreev, S., Koucheryavy, Y. (eds) Internet of Things, Smart Spaces, and Next Generation Networking. ruSMART NEW2AN 2013 2013. Lecture Notes in Computer Science, vol 8121. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-40316-3_37
Download citation
DOI: https://doi.org/10.1007/978-3-642-40316-3_37
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-40315-6
Online ISBN: 978-3-642-40316-3
eBook Packages: Computer ScienceComputer Science (R0)