Social-Aware Spectrum Sharing and Caching Helper Selection Strategy Optimized Multicast Video Streaming in Dense D2D 5G Networks

被引:17
|
作者
Nguyen-Son Vo [1 ,2 ]
Thanh-Minh Phan [3 ]
Minh-Phung Bui [5 ]
Xuan-Kien Dang [4 ]
Nguyen Trung Viet [6 ]
Yin, Cheng [7 ]
机构
[1] Duy Tan Univ, Inst Fundamental & Appl Sci, Ho Chi Minh City 700000, Vietnam
[2] Duy Tan Univ, Fac Elect Elect Engn, Da Nang 550000, Vietnam
[3] Ho Chi Minh City Univ Transport, Div Elect Engn & Telecommun, Fac Elect & Elect Engn, Ho Chi Minh City 700000, Vietnam
[4] Ho Chi Minh City Univ Transport, Grad Sch, Ho Chi Minh City 700000, Vietnam
[5] Van Lang Univ, Fac Informat Technol, Ho Chi Minh City 700000, Vietnam
[6] Thuyloi Univ, Hanoi 100000, Vietnam
[7] Queens Univ Belfast, Inst Elect Commun & Informat Technol, Belfast BT7 1NN, Antrim, North Ireland
来源
IEEE SYSTEMS JOURNAL | 2021年 / 15卷 / 03期
关键词
Device-to-device communication; Multicast communication; Streaming media; Quality of service; 5G mobile communication; Resource management; Optimization; 5G ultradense networks; caching and clustering; device-to-device (D2D) multicast communications; resource sharing; social-aware networks; video applications and services (VASs); DEVICE; ALLOCATION; POWER;
D O I
10.1109/JSYST.2020.2995204
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The expected explosion of video traffic in 5G ultradense networks will pose many challenges to the Internet service providers, e.g., degraded capacity and unfair quality of service (QoS). The most efficient solution is resource allocation that does not require any network architecture changes. This article proposes a social-aware spectrum sharing and caching helper selection (SSC) strategy that exploits the resources of the mobile users (MUs), i.e., downlink spectrum resources for sharing and caching storage resources for multicasting, to offload the videos in dense device-to-device (D2D) 5G networks. Particularly, we consider physical and social attributes of the MUs to formulate an SSC optimization problem. The SSC problem is solved to optimally control: which MUs, namely sharing mobile users (SUs), that share the downlink spectrum resources and which MUs, namely caching mobile helpers, that cache the requested videos for D2D multicast communications by reusing the shared downlink spectrum resources. The objective is to maximize the system capacity while satisfying the constraints on capacity fluctuation among the receiving mobile users (RUs) and target signal-to-interference-plus-noise ratio at the SUs, to guarantee the RUs and the SUs high QoS fairness. Simulation results are shown to demonstrate the benefits of the SSC strategy.
引用
收藏
页码:3480 / 3491
页数:12
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