Radio resource coordination and scheduling scheme in ultra-dense cloud-based small cell networks

被引:0
|
作者
Chen, Zengxian [1 ]
Zou, Sai [1 ]
Tang, Yuliang [1 ]
Du, Xiaojiang [2 ]
Guizani, Mohsen [3 ]
机构
[1] Xiamen Univ, Dept Commun Engn, Xiamen 361005, Peoples R China
[2] Temple Univ, Dept Comp & Informat Sci, Philadelphia, PA 19122 USA
[3] Univ Idaho, Dept Elect & Comp Engn, Moscow, ID 83843 USA
基金
中国国家自然科学基金; 国家高技术研究发展计划(863计划);
关键词
Ultra-dense network (UDN); The cloud radio access network (Cloud-RAN); Fog computing; Resource coordination; 5th generation (5G); Small cell; FEMTOCELL NETWORKS; 5G;
D O I
10.1186/s13638-018-1150-1
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
In a 5G ultra-dense network, dynamic network topology and traffic patterns lead to excessive system overhead and complex radio resource conflicts. The cloud radio access network and the fog computing have the advantages of high computation capabilities and low transmission delays. Therefore, by taking full advantage of these two characteristics, this study proposes a novel radio resource coordination and scheduling scheme in an ultra-dense cloud-based small cell network. Interference among small cells (or remote radio heads) can be avoided by implementing centralized cooperative processing in the base band unit pool in advance. Resource sharing in coordination and transfer depend on fog computing to relieve the overloaded cloud processing platform and reduce transmission delays, thereby maximizing resource utilization and minimizing system overhead when the network topology and number of users change dynamically. The simulation shows that the proposed scheme can increase the system throughput by 20% compared with the clustering-based algorithm; it can also increase system throughput by 33% compared with the graph coloring algorithm, decrease the signaling overhead by about 50%, and improve network's quality of service.
引用
收藏
页数:15
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