Traffic analysis of a mobile cellular system based on a scale-free user network and a power-law-distributed mobility model

W. M. Tam, F. Lau, C. Tse
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Abstract

In the traditional study of mobile cellular systems, all users are assumed to have the same behavior. They have the same probability of making/receiving a call and they will move around the network with identical mobility. In a practical environment, each user has a different list of acquaintances including relatives, friends and colleagues, with whom the user will make contact. Also, the size of the list varies with individual users. In addition, depending on various factors such as job nature, different users will acquire different levels of mobility. To evaluate the performance of a mobile cellular system more realistically in this paper, we use the power-law-distributed mobility model under an assumption of a scale-free user network.
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基于无标度用户网络和幂律分布移动模型的移动蜂窝系统流量分析
在传统的移动蜂窝系统研究中,假设所有用户都具有相同的行为。它们拨打/接听电话的概率相同,并且它们将以相同的移动性在网络中移动。在实际环境中,每个用户都有一个不同的熟人列表,包括亲戚、朋友和同事,用户将与他们联系。此外,列表的大小因用户而异。此外,根据工作性质等各种因素,不同的用户会获得不同程度的流动性。为了更真实地评估移动蜂窝系统的性能,我们在无标度用户网络的假设下使用幂律分布移动模型。
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