Abstract
While queuing theory has indeed been instrumental to various communication problems for over half a century, the unprecedented proliferation of wireless technology in the last decades brought along novel research challenges, where user location has become a crucial factor in determining the respective system performance. This recent shift turned important to characterize large cellular macrocells, as well as the emerging effects of network densification. However, the latter trend also called for increased attention to the actual user loading and uplink (UL) traffic dynamics, accentuating again the necessity of queuing analysis. Hence, by combining queuing theory and stochastic geometry in a feasible manner, we may quantify the dependence of system-level performance on the traffic loading.
As performance of both session- and file-based UL transmissions has already been investigated recently in the context of heterogeneous networks, this paper explores a possibility of combining these two applications to provide a first-order evaluation of joint machine-to-machine (M2M) and human-to-human (H2H) transmissions in 3GPP LTE cellular systems. Employing a two-dimensional Markov chain for the aggregated process, we provide an approximation for the state transitions and, finally, arrive at a system-level approximation for the steady-state mode, which allows estimating a variety of system parameters averaged across space and time.
The reported study was partially supported by GETA, Finnish Academy of Sciences, and RFBR, research project No. 15-07-03051.
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References
Gerasimenko, M., Petrov, V., Galinina, O., Andreev, S., Koucheryavy, Y.: Impact of Machine-Type Communications on Energy and Delay Performance of Random Access Channel in LTE-Advanced. European Transactions on Telecommunications, June 2013
Ahmadian Tehrani, A.M.: Modeling Contention Behavior of Machine-Type Devices over Multiple Wireless Channels, Master of Science Thesis, Tampere University of Technology, January 2015
Mazhelis, O., Warma, H., Leminen, S., Ahokangeas, P., Pusinen, P., Rajahonka, M., Siuruainen, R., Okonen, H., Shveykovskiy, A., Mylykoski, J.: Internet-of-Things Market, Value Networks, and Business Models: State of the art report, Jyväskylä University Printing House (2013)
Shorgin, S., Samouylov, K., Gudkova, I., Galinina, O., Andreev, S.: On the Benefits of 5G Wireless Technology for Future Mobile Cloud Computing. SDN & NFV, MoNeTec. (2014)
Morioka, Y.: LTE for Mobile Consumer Devices. In: ETSI M2M Workshop (2011)
Gotsis, A., Lioumpas, A., Alexiou, A.: M2M Scheduling Overview: Challenges and New Perspectives, Wireless World Research Forum, September 2012
Lioumpas, A., Alexiou, A.: Uplink Scheduling For Machine-to-Machine Communications in LTE-based Cellular Systems. In: IEEE GLOBECOM Workshops (2011)
Lien, S., Chen, K.: Towards Ubiquitous Massive Accesses in 3GPP Machine-to-Machine Communications. IEEE Communications Magazine, April 2011
Zhang, K., Hu, F., Wang, W.: Radio Resource Allocation in LTE-Advanced Cellular Networks with M2M Communications. IEEE Communications Magazine, July 2012
Andreev, S., Pyattaev, A., Johnsson, K., Galinina, O., Koucheryavy, Y.: Cellular Traffic Offloading onto Network-Assisted Device-to-Device Connections. IEEE Communications Magazine, April 2014
Shorgin, S., Samouylov, K., Gudkova, I., Markova, E., Sopin, E.: Approximating Performance Measures of Radio Admission Control Model for Non real-time Services with Maximum Bit Rates in LTE. In: AIP Conference (2015)
Samouylov, K., Gudkova, I.: Analysis of an Admission Model in a Fourth Generation Mobile Network with Triple Play Traffic, Automatic Control and Computer Sciences (2013)
Gudkova, I.A., Samouylov, K.E.: Approximating Performance Measures of a Triple Play Loss Network Model. In: Balandin, S., Koucheryavy, Y., Hu, H. (eds.) NEW2AN 2011 and ruSMART 2011. LNCS, vol. 6869, pp. 360–369. Springer, Heidelberg (2011)
Andreev, S., Galinina, O., Pyattaev, A., Johnsson, K., Koucheryavy, Y.: Analyzing Assisted Offloading of Cellular User Sessions onto D2D Links in Unlicensed Bands. IEEE Journal on Selected Areas in Communications, January 2015
Galinina, O., Pyattaev, A., Andreev, S., Dohler, M., Koucheryavy, Y.: 5G Multi-RAT LTE-WiFi Ultra-Dense Small Cells: Performance Dynamics, Architecture, and Trends. IEEE Journal on Selected Areas in Communications, June 2015
Gudkova, I., Samouylov, K., Buturlin, I., Borodakiy, V., Gerasimenko, M., Galinina, O., Andreev, S.: Analyzing of Coexistence Between M2M and H2H Communication in 3GPP LTE System. In: IEEE WWIC (2014)
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)
Andreev, S., Koucheryavy, Y., Himayat, N., Gonchukov, P., Turlikov, A.: Activemode Power Optimization in OFDMA-based Wireless Networks. In: IEEE Globecom Workshops (2010)
Galinina, O., Mikhaylov, K., Andreev, S., Turlikov, A., Koucheryavy, Y.: Smart Home Gateway System over Bluetooth Low Energy with Wireless Energy Transfer Capability. EURASIP Journal on Wireless Communications and Networking (2015)
Moltchanov, D., Koucheryavy, Y., Harju, J.: Simple, Accurate and Computationally Efficient Wireless Channel Modeling Algorithm. In: Braun, T., Carle, G., Koucheryavy, Y., Tsaoussidis, V. (eds.) WWIC 2005. LNCS, vol. 3510, pp. 234–245. Springer, Heidelberg (2005)
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Ahmadian, A., Galinina, O., Gudkova, I.A., Andreev, S., Shorgin, S., Samouylov, K. (2015). On Capturing Spatial Diversity of Joint M2M/H2H Dynamic Uplink Transmissions in 3GPP LTE Cellular System. In: Balandin, S., Andreev, S., Koucheryavy, Y. (eds) Internet of Things, Smart Spaces, and Next Generation Networks and Systems. ruSMART NEW2AN 2015 2015. Lecture Notes in Computer Science(), vol 9247. Springer, Cham. https://doi.org/10.1007/978-3-319-23126-6_36
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DOI: https://doi.org/10.1007/978-3-319-23126-6_36
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