吉林大学学报(理学版) ›› 2021, Vol. 59 ›› Issue (5): 1228-1236.

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超密集网络中基于集群分配的干扰管理与资源分配

王刚1, 于银辉2, 杨莹2   

  1. 1. 长春财经学院 信息工程学院, 长春 130122; 2. 吉林大学 通信工程学院, 长春 130012
  • 收稿日期:2020-09-23 出版日期:2021-09-26 发布日期:2021-09-26
  • 通讯作者: 王刚 E-mail:valens84@163.com

Interference Management and Resource Allocation Based on Cluster Allocation in Ultra-dense Network

WANG Gang1, YU Yinhui2, YANG Ying2   

  1. 1. College of Information Engineering, Changchun University of Finance and Economics, Changchun 130122, China; 2. College of Communication Engineering, Jilin University, Changchun 130012, China
  • Received:2020-09-23 Online:2021-09-26 Published:2021-09-26

摘要: 针对超密集网络通信场景, 提出一种基于集群分配的干扰管理与资源分配算法, 以消除超密集网络中由于大量部署低功率基站而降低吞吐量等影响. 首先, 基于距离、 小区间干扰、 可用资源情况3个条件权衡为家庭基站分配集群; 其次, 根据分配结果将干扰关系建模为干扰加权无向图, 按适当标准对家庭基站进行分类, 针对不同类型的家庭基站采用不同着色算法; 最后, 根据整体着色结果图完成频谱资源块分配. 仿真结果表明, 该算法可以为家庭基站选择最适合的集群加入, 降低集群间干扰, 提升频谱资源利用率, 提高网络的吞吐量.

关键词: 超密集网络, 动态集群分配, 干扰管理, 干扰图着色, 资源分配

Abstract: For the ultra-dense network communication scenario, we proposed an interference management and resource allocation algorithm based on cluster allocation to eliminate the impact of reduced throughput due to the large number of low-power base stations deployed in the ultra-dense network. Firstly, the femtocell base station was assigned a cluster based on three conditions: distance, inter-cell interference, and available resource. Secondly, the interference relationship was modeled as an interference-weighted undirected graph according to the allocation result, and the femtocell base station was classified according to appropriate standards, and different coloring algorithms were used for different types of femtocell base stations. Finally, spectrum resource block allocation was completed according to the overall coloring result graph. The simulation results show that the proposed algorithm can select the most suitable cluster for the femtocell base station to join, reduce inter-cluster interference, improve the utilization of spectrum resources, and improve the throughput of the network.

Key words: ultra-dense network, dynamic cluster allocation, interference management, interference graph coloring, resource allocation

中图分类号: 

  • TP39