Analysis of Cell Sojourn Time in Heterogeneous Networks With Small Cells

被引:18
|
作者
Shin, Seungjae [1 ]
Lee, Uichin [2 ]
Dressler, Falko [3 ]
Yoon, Hyunsoo [1 ]
机构
[1] Korea Adv Inst Sci & Technol, Sch Comp, Daejeon, South Korea
[2] Korea Adv Inst Sci & Technol, Dept Knowledge Serv Engn, Daejeon, South Korea
[3] Univ Paderborn, Dept Comp Sci, Warburger Str 100, D-33098 Paderborn, Germany
基金
新加坡国家研究基金会;
关键词
Heterogeneous network; hierarchical cellular mobile network; inter-tier mobile access; user mobility; analytical estimation; cell sojourn time; cell residence time; noncontiguous and irregular cell deployment; WAYPOINT MOBILITY MODEL; USER MOBILITY;
D O I
10.1109/LCOMM.2016.2516003
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
Recently, heterogeneous networks with small cells have been widely used to increase the capacity of mobile systems. In such environments, accurate estimation of the mean cell sojourn time is critical for evaluating the performance of the network and its applications. It is especially important to analyze the cell sojourn times of mobile users as they reside in different network tiers: either macro-cell-only or small-cell-covered areas. But because small cells are deployed in an irregular manner, it is difficult to derive the analytical mean cell sojourn time in a macro-cell-only area. In this letter, we propose a novel approach to resolve this difficulty. We developed a simple but effective trick that approximates the heterogeneous network to a discrete grid so that it becomes tractable, making it possible to derive the analytical mean sojourn time in the macro-cell-only area. Simulation results confirm that the proposed method has excellent accuracy for general random walk mobility models including random way-point, Brownian motion, tailored Brownian motion, and truncated Levy walk.
引用
收藏
页码:788 / 791
页数:4
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