Analysis of telephone network traffic based on a complex user network

被引:15
|
作者
Xia, YX [1 ]
Tse, CK [1 ]
Lau, FCM [1 ]
Tam, WM [1 ]
Small, M [1 ]
机构
[1] Hong Kong Polytech Univ, Dept Elect & Informat Engn, Hong Kong, Hong Kong, Peoples R China
关键词
telephone network; traffic analysis; complex networks; scale-free network;
D O I
10.1016/j.physa.2005.12.040
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
The traffic in telephone networks is analyzed in this paper. Unlike the classical traffic analysis where call blockings are due to the limited channel capacity, we consider here a more realistic cause for call blockings which is due to the way in which users are networked in a real-life human society. Furthermore, two kinds of use, network, namely, the fully connected user network and the scale-free network, are employed to model the way in which telephone users are connected. We show that the blocking probability is generally higher in the case of the scale-free user network, and that the carried traffic intensity is practically limited not only by the network capacity but also by the property of the user network. (c) 2006 Elsevier B.V. All rights reserved.
引用
收藏
页码:583 / 594
页数:12
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