无线设备对设备网络中基于svc的缓存和传输策略

Cheng Zhan, Guo Yao
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引用次数: 4

摘要

为了满足对移动通信爆炸性增长的需求,已经引入了无线设备到设备(D2D)网络,可以利用用户设备上的缓存来减轻基站的负担。在本文中,我们考虑了无线D2D网络上可扩展视频编码(SVC)流的联合缓存和传输。为了最小化用户的平均下载时间,我们用整数线性规划的方法构造了一个联合缓存和传输问题,并证明了找到最优解是np困难的。提出了一种以缓存和传输决策为重点的两阶段子优化问题的启发式求解方法,并利用松弛线性规划方法求解该问题。仿真结果表明,与现有的缓存策略相比,该方案可以显著缩短平均下载时间。
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SVC-based caching and transmission strategy in wireless device-to-device networks
To address the explosively growing demand for mobile traffic, wireless device-to-device (D2D) networks have been introduced, where caching at user devices can be exploited to alleviate the burden on base stations. In this paper, we consider joint caching and transmission of scalable video coding (SVC) streaming over wireless D2D networks. We formulate a joint caching and transmission problem using integer linear programming to minimize the average download time for user, and prove that finding the optimal solution is NP-hard. A heuristic solution is proposed based on a two-phase sub-optimization problem focusing on caching and transmission decisions, which is solved by using relaxed linear programming. Simulation results show that the proposed scheme can significantly reduce the average download time in comparison with existing caching strategies.
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