Survey and taxonomy of clustering algorithms in 5G

MF Khan, KLA Yau, RMD Noor, MA Imran - Journal of Network and …, 2020 - Elsevier
The large-scale deployment of fifth generation (5G) is expected to produce a massive
amount of data with high variability due to ultra-densification and the rapid increase in a …

Combination of ultra-dense networks and other 5G enabling technologies: A survey

MA Adedoyin, OE Falowo - IEEE Access, 2020 - ieeexplore.ieee.org
Recently, to address the astonishing capacity requirement of 5G, researchers are
investigating the possibility of combining different technologies with ultra-dense networks …

Ultra‐dense LoRaWAN: Reviews and challenges

M Alenezi, KK Chai, Y Chen, S Jimaa - IET Communications, 2020 - Wiley Online Library
Internet of Things (IoT) is one of the most cited terms within the communication research
communities. Next generation wireless networks technologies are expected to have massive …

Survey of radio resource management in 5G heterogeneous networks

S Manap, K Dimyati, MN Hindia, MSA Talip… - IEEE …, 2020 - ieeexplore.ieee.org
Radio resource management (RRM) for future fifth-generation (5G) heterogeneous networks
(HetNets) has emerged as a critical area due to the increased density of small-cell networks …

An efficiency-improved clustering algorithm based on KNN under ultra-dense network

Y Liang, C Sun, J Jiang, X Liu, H He, Y Xie - IEEE Access, 2020 - ieeexplore.ieee.org
Ultra-Dense Network (UDN) is one of the key techniques for the next generation of mobile
network due to providing high system throughput. However, severe interference often occurs …

A machine learning approach to enhance the performance of D2D-enabled clustered networks

S Aslam, F Alam, SF Hasan, MA Rashid - IEEE Access, 2021 - ieeexplore.ieee.org
Clustering has been suggested as an effective technique to enhance the performance of
multicasting networks. Typically, a cluster head is selected to broadcast the cached content …

基于谱聚类的异构蜂窝超密集网络高能效资源分配算法

王雪, 刘京, 孙佳妮, 张继真, 钱志鸿 - 通信学报, 2021 - infocomm-journal.com
为了解决5G 移动通信超密集场景下功耗较大, 频谱紧张, 能效不高等问题,
针对两层异构蜂窝非正交多址接入网络, 提出了一种基于能效最大的资源分配算法 …

HetNet/M2M/D2D communication in 5G technologies

A Mishra, A Swain, AK Ray, RM Shubair - 5G IoT and Edge Computing for …, 2022 - Elsevier
In today's era of connected intelligent systems, 5G is the key technology enabler toward
achieving high-data rate/enhanced Mobile Broad-band (eMBB), ultrareliable low latency …

[PDF][PDF] 超密集组网下一种基于干扰增量降低的分簇算法

梁彦霞, 姜静, 孙长印, 刘欣, 谢永斌 - 电子与信息学报, 2020 - jeit.ac.cn
超密集网络(UDNs) 拉近了终端与节点间的距离, 使得网络频谱效率大幅度提高,
扩展了系统容量, 但是小区边缘用户的性能严重下降. 合理规划的虚拟小区(VC) …

Resource Allocation Enhancements for 5G New Radio Architecture

OA Nwogu - 2021 - theses.hal.science
With the fast integration of the Fifth Generation (5G) networks into the heterogeneous mobile
networking Eco-system together with its wide range of service specifications along with the …