Location Privacy in Virtual Cell-Equipped Ultra-Dense Networks

E. Catania, A. L. Corte
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引用次数: 3

Abstract

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.
配备虚拟蜂窝的超密集网络中的位置隐私
超密集网络由于能够提供高数据速率、低延迟和无缝覆盖的下一代5G蜂窝网络而引起了人们的极大兴趣。干扰、能量限制和回程瓶颈等因素可能会限制无线网络的密度。本文研究了移动节点密集化、接入节点密集化及其聚集成虚拟实体(即虚拟单元)对位置隐私的影响。仿真表明,通过实现虚拟单元,跟踪移动节点的数量可能在统计上减少10%。此外,实验表明,跟踪攻击的成功率与移动节点的数量成反比。本文是初步尝试分析蜂窝虚拟化的有效性,以减轻超密集网络中的位置隐私威胁。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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