Utility Maximization for Cache-Aided Ultra-Dense Relay Networks: A Matching Perspective

被引:0
|
作者
Liu, Yuqin [1 ]
Ke, Feng [1 ]
Song, Hui [2 ]
机构
[1] South China Univ Technol, Sch Elect & Informat Engn, Guangzhou, Peoples R China
[2] South China Normal Univ, Sch Phys & Telecommun Engn, Guangzhou, Peoples R China
基金
中国国家自然科学基金;
关键词
WIRELESS NETWORKS;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In order to deal with the surge of data traffic, the caches of the nodes in a wireless network can be utilized in efficient ways. This paper investigates the utility optimization for cache-aided ultra-dense relay networks (CUDRNs) by a preference-aware caching and stable matching scheme. First, we divide the nodes, which may act as a user or a relay, into multiple clusters, and perform optimization strategy within the clusters. Second, the file caching scheme is designed by taking user preference and file popularity into account. Third, according to the performances of the file caching scheme, the optimal power bought from the relay to maximize the utility of the user is derived by an iterative algorithm, and the mutual preference matrices between the users and relays by the maximum utility criterion is established. Then, we propose a user-relay stable matching (SM) strategy by exploring the Gale-Shapley (GS) algorithm. Simulation results demonstrate that the proposed algorithm can bring significant performance improvements compared with the conventional algorithms.
引用
收藏
页数:7
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