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Location Privacy in Virtual Cell-Equipped Ultra-Dense Networks

机译:虚拟单元配备的超密集网络中的位置隐私

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Ultra-dense Networks are attracting significant interest due to their ability to provide the next generation 5G cellular networks with a high data rate, low delay, and seamless coverage. Several factors, such as interferences, energy constraints, and backhaul bottlenecks may limit wireless networks densification. In this paper, we study the effect of mobile node densification, access node densification, and their aggregation into virtual entities, referred to as virtual cells, on location privacy. Simulations show that the number of tracked mobile nodes might be statistically reduced up to 10 percent by implementing virtual cells. Moreover, experiments highlight that success of tracking attacks has an inverse relationship to the number of moving nodes. The present paper is a preliminary attempt to analyse the effectiveness of cell virtualization to mitigate location privacy threats in ultra-dense networks.
机译:超密集网络由于能够为下一代5G蜂窝网络提供高数据速率,低延迟和无缝覆盖而备受关注。诸如干扰,能量限制和回程瓶颈之类的几个因素可能会限制无线网络的密度。在本文中,我们研究了移动节点致密化,访问节点致密化及其将它们聚合为虚拟实体(称为虚拟单元)对位置隐私的影响。仿真显示,通过实现虚拟单元,可以统计地将跟踪的移动节点的数量减少多达10%。此外,实验表明,跟踪攻击的成功与移动节点的数量成反比关系。本文是初步尝试分析小区虚拟化的有效性,以减轻超密集网络中的位置隐私威胁。

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