CACHING IN HETEROGENEOUS ULTRADENSE 5G NETWORKS A Comprehensive Cooperation Approach

被引:20
作者
Lin, Peng [1 ]
Khan, Komal S. [2 ]
Song, Qingyang [3 ]
Jamalipour, Abbas [4 ]
机构
[1] Northeastern Univ, Shenyang, Liaoning, Peoples R China
[2] Univ Sydney, Sydney, NSW, Australia
[3] Chongqing Univ, Post & Telecommun, Chongqing, Peoples R China
[4] Univ Sydney, Ubiquitous Mobile Networking, Sydney, NSW, Australia
来源
IEEE VEHICULAR TECHNOLOGY MAGAZINE | 2019年 / 14卷 / 02期
基金
中国国家自然科学基金;
关键词
EDGE;
D O I
10.1109/MVT.2019.2904748
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Rich multimedia services have significantly increased the traffic load over mobile networks. Emerging mobile content caching techniques can efficiently relieve overloaded network traffic by caching popular contents at intermediate nodes and routers. Furthermore, stimulated by network densification, coordinated multipoint (CoMP) joint transmission (JT) techniques are expected to have a significant role in 5G networks. In this article, we present a system architecture for a cache-enabled heterogeneous ultradense network (HUDN) that consists of CoMP-integrated ultradense cells and cluster-based device-to-device (D2D) networks. We propose three cooperative caching schemes in cellular networks, D2D networks, and cross-tier networks. In the proposed schemes, caching decisions will be made by considering the content?s popularity, the device distribution, the transmission method, and the caching capability. Numerical evaluations reveal that the proposed schemes outperform existing ones in terms of delay and cache hit probability. © 2019 IEEE.
引用
收藏
页码:22 / 32
页数:11
相关论文
共 15 条
[1]  
[Anonymous], 5G MOBILE WIRELESS C
[2]  
[Anonymous], P IEEE WIR COMM NETW
[3]   Living on the Edge: The Role of Proactive Caching in 5G Wireless Networks [J].
Bastug, Ejder ;
Bennis, Mehdi ;
Debbah, Merouane .
IEEE COMMUNICATIONS MAGAZINE, 2014, 52 (08) :82-89
[4]   Caching Placement in Stochastic Wireless Caching Helper Networks: Channel Selection Diversity via Caching [J].
Chae, Seong Ho ;
Choi, Wan .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2016, 15 (10) :6626-6637
[5]   Cooperative Caching and Transmission Design in Cluster-Centric Small Cell Networks [J].
Chen, Zheng ;
Lee, Jemin ;
Quek, Tony Q. S. ;
Kountouris, Marios .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2017, 16 (05) :3401-3415
[6]   Femtocaching and Device-to-Device Collaboration: A New Architecture for Wireless Video Distribution [J].
Golrezaei, Negin ;
Molisch, Andreas F. ;
Dimakis, Alexandros G. ;
Caire, Giuseppe .
IEEE COMMUNICATIONS MAGAZINE, 2013, 51 (04) :142-149
[7]   Maximized Cellular Traffic Offloading via Device-to-Device Content Sharing [J].
Jiang, Jingjie ;
Zhang, Shengkai ;
Li, Bo ;
Li, Baochun .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2016, 34 (01) :82-91
[8]   Distance Spectrum of Fixed-Rate Raptor Codes With Linear Random Precoders [J].
Lazaro, Francisco ;
Paolini, Enrico ;
Liva, Gianluigi ;
Bauch, Gerhard .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2016, 34 (02) :422-436
[9]   Collaborative Multi-Tier Caching in Heterogeneous Networks: Modeling, Analysis, and Design [J].
Li, Xiuhua ;
Wang, Xiaofei ;
Li, Keqiu ;
Han, Zhu ;
Leung, Victor C. M. .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2017, 16 (10) :6926-6939
[10]   Extensive Cooperative Caching in D2D Integrated Cellular Networks [J].
Lin, Peng ;
Song, Qingyang ;
Yu, Yao ;
Jamalipour, Abbas .
IEEE COMMUNICATIONS LETTERS, 2017, 21 (09) :2101-2104