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Cache-Enabled Physical-Layer Security for Video Streaming in Wireless Networks with Limited Backhaul

机译:用于无线中视频流的高速缓存启用物理层安全性   有限回程的网络

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摘要

In this paper, we investigate for the first time the benefits of wirelesscaching for the physical layer security (PLS) of wireless networks. Inparticular, a caching scheme enabling power-efficient PLS is proposed forcellular video streaming with constrained backhaul capacity. By sharing videodata across a subset of base stations (BSs) through both caching and backhaulloading, secure cooperative transmission of several BSs is dynamically enabledin accordance with the cache status, the channel conditions, and the backhaulcapacity. Thereby, caching reduces the data sharing overhead over thecapacity-constrained backhaul links. More importantly, caching introducesadditional secure degrees of freedom and enables a power-efficient design. Weinvestigate the optimal caching and transmission policies for minimizing thetotal transmit power while providing quality of service (QoS) and guaranteeingsecrecy during video delivery. A two-stage non-convex mixed-integeroptimization problem is formulated, which optimizes the caching policy in anoffline video caching stage and the cooperative transmission policy in anonline video delivery stage. As the problem is NP-hard, suboptimalpolynomial-time algorithms are proposed for low-complexity cache training anddelivery control, respectively. Sufficient optimality conditions, under whichthe proposed schemes attain global optimal solutions, are also provided.Simulation results show that the proposed schemes achieve low secrecy outageprobability and high power efficiency simultaneously.
机译:在本文中,我们首次研究了无线缓存对无线网络的物理层安全性(PLS)的好处。特别地,针对具有回程容量受限制的蜂窝视频流,提出了一种实现省电PLS的缓存方案。通过同时通过缓存和回程加载在基站(BS)的子集之间共享视频数据,可以根据缓存状态,信道条件和回程能力动态启用几个BS的安全协作传输。因此,缓存减少了容量受限的回程链路上的数据共享开销。更重要的是,缓存引入了额外的安全自由度,并实现了节能设计。我们研究了最佳的缓存和传输策略,以最大程度地降低总传输功率,同时提供服务质量(QoS)并确保视频传输期间的安全性。提出了两阶段非凸混合整化问题,优化了离线视频缓存阶段的缓存策略和在线视频交付阶段的协同传输策略。由于问题是NP难的,提出了次优多项式时间算法分别用于低复杂度的缓存训练和传递控制。仿真结果表明,所提出的方案能同时实现低保密中断概率和高功率效率。

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