大规模支持缓存的多播无线网络中的虚拟匹配缓存放置

Wanning Liu, Ducheng Wu, Yitao Xu, Na He, Tianyao Zhong
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引用次数: 0

摘要

为了解决大规模支持缓存的无线组播网络中的多维资源分配问题,提出了一种多阶段虚拟匹配博弈方法。具体而言,该方法根据移动用户的位置分布、移动用户的文件请求概率以及启用缓存的接入点(cap)的覆盖区域对移动用户进行虚拟分组。此外,通过虚拟分组,极大地缩小了庞大的决策空间。然后,我们提出了多阶段虚拟匹配博弈方法,该方法在单次迭代计算、收敛速度和系统效用函数等方面优于优响应算法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Cache Placement with Virtual Matching in Large-Scale Cache-Enabled Multicasting Wireless Networks
To solve the multi-dimensional resource allocation problem in the large-scale cache-enabled multicasting wireless networks, this paper proposes a multi-stage virtual matching game method. Specifically, the proposed method performs virtual grouping of mobile users (MUs) according to location distribution of MUs, the file request probabilities of MUs, and the coverage area of cache-enabled access points (CAPs). Moreover, by virtual grouping, the huge decision-making space has been significantly reduced. Then, we propose the multi-stage virtual matching game method, which is superior to the better response (BR) algorithm in computation of single iteration, convergence speed, and system utility function.
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