Analyzing impacts of coexistence between M2M and H2H Communication on 3GPP LTE System

被引:25
作者
Gudkova, Irina [1 ]
Samouylov, Konstantin [1 ]
Buturlin, Ivan [1 ]
Borodakiy, Vladimir [2 ]
Gerasimenko, Mikhail [3 ]
Galinina, Olga [3 ]
Andreev, Sergey [3 ]
机构
[1] Peoples’ Friendship University of Russia (PFUR), Russia
[2] JSC Concern Sistemprom, Russia
[3] Tampere University of Technology (TUT), Finland
来源
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | 2014年 / 8458卷
基金
俄罗斯基础研究基金会;
关键词
Markov processes - Data transfer - Machine-to-machine communication - Mobile telecommunication systems;
D O I
10.1007/978-3-319-13174-0_13
中图分类号
O211 [概率论(几率论、或然率论)];
学科分类号
摘要
In this paper, we consider 3GPP LTE cellular system where machine-to-machine (M2M) devices and human-to-human (H2H) users transmit their data into the network. By contrast to previous studies which primarily focused on M2M overload protection and respective control mechanisms, this work concentrates on system operation when M2M and H2H data flows coexist in the network. In particular, we propose an integrated simulation-analytical framework to evaluate relevant performance characteristics (data transmission delays, blocking probabilities, etc.) with both Markov process based analysis and system-level simulations. Our results indicate that the proposed methodology demonstrates acceptable levels of convergence between analytical and simulations components, as well as becomes useful to characterize impacts of M2M/H2H coexistence on radio resource allocation in 3GPP LTE across a number of important M2M-centric scenarios. © Springer International Publishing Switzerland 2014.
引用
收藏
页码:162 / 174
页数:12
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