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基于聚类的超密集网络中的基于位置的资源分配

Location-Based Resource Allocation in Ultra-Dense Network with Clustering.

作者信息

Kim Seong-Jung, Kim Jeong-Gon

机构信息

Department of Electronic Engineering, Korea Polytechnic University, Siheung 15073, Korea.

出版信息

Sensors (Basel). 2021 Jun 10;21(12):4022. doi: 10.3390/s21124022.

Abstract

With the rapid deployment of present-day mobile communication systems, user traffic requirements have increased tremendously. An ultra-dense network is a configuration in which the density of small base stations is greater than or equal to that of the user equipment. Ultra-dense networks are considered as the key technology for 5th generation networks as they can improve the link quality and increase the system capacity. However, in an ultra-dense network, small base stations are densely positioned, so one user equipment may receive signals from two or more small base stations. This may cause a severe inter-cell interference problem. In this study, we considered a coordinated multi-point scenario, a cooperative technology between base stations to alleviate the interference. In addition, to suppress the occurrence of severe interference at the cell edges, link formation was carried out by considering the degree of cell load for each cluster. After the formation of links between all the base stations and user equipment, a subcarrier allocation procedure was performed. The subcarrier allocation method used in this study was based on the location of base stations with clustering to improve the data rate and reduce the interference between the clusters. Power allocation was based on the channel gain between the base station and user equipment. Simulation results showed that the proposed scheme delivered a higher sum rate than the other resource allocation methods reported previously for various types of user equipment.

摘要

随着当今移动通信系统的快速部署,用户流量需求大幅增加。超密集网络是一种小型基站密度大于或等于用户设备密度的配置。超密集网络被视为第五代网络的关键技术,因为它们可以提高链路质量并增加系统容量。然而,在超密集网络中,小型基站分布密集,因此一个用户设备可能会从两个或更多小型基站接收信号。这可能会导致严重的小区间干扰问题。在本研究中,我们考虑了一种协作多点场景,即基站之间的一种协作技术,以减轻干扰。此外,为了抑制小区边缘严重干扰的发生,通过考虑每个集群的小区负载程度来进行链路形成。在所有基站和用户设备之间形成链路后,执行子载波分配过程。本研究中使用的子载波分配方法基于具有聚类的基站位置,以提高数据速率并减少集群之间的干扰。功率分配基于基站与用户设备之间的信道增益。仿真结果表明,对于各种类型的用户设备,所提出的方案比先前报道的其他资源分配方法具有更高的总速率。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7ca1/8230466/6d1f400c5c00/sensors-21-04022-g001.jpg

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