Cell Edge Throughput Enhancement in V2X Communications Using Graph-Based Advanced Deep Learning Scheduling Algorithms

P Reshma, V Sudha - IETE Journal of Research, 2024 - Taylor & Francis
Optimizing downlink coordinated multipoint (CoMP) performance through advanced
scheduling algorithms enhances V2X communication technology, enabling efficient …

Interactive CoMP with user-centric clustering based on load balancing in 5G dense networks

L Cao, X Hu, M Zhang, X Wang… - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
Considering random networks (RNs) in 5G dense networks, coordinated multi-point (CoMP)
is a key to mitigate inter-cell interference (ICI) caused by an irregular topology. Since a RN is …

Cluster based resource allocation in two‐tier HetNets with hierarchical throughput constraints

L Li, Z Zhou - International Journal of Communication Systems, 2017 - Wiley Online Library
Two‐tier heterogeneous networks (HetNets), formed by deploying small cell base stations
(SBSs) over existing macrocells, can enhance the network performance in future fifth …

A dynamic affinity propagation clustering algorithm based on MDT in self-healing heterogeneous networks

Y Ma, J Zhu, L Liu, F Lv, Y Wang - 2016 16th International …, 2016 - ieeexplore.ieee.org
Driven by the proliferation of data traffic and requirement of user experience improvement,
mobile wireless network is evolving towards heterogeneous networks (HetNet). The telecom …

FlexDRAN: Flexible centralization in disaggregated radio access networks

CY Chang, N Nikaein, T Spyropoulos… - IEEE …, 2022 - ieeexplore.ieee.org
Radio Access Network (RAN) disaggregation allows operators to mix-and-match
multivendor components and bring RAN services from one end to the other. Despite this …

Coordinated beamforming for heterogeneous small‐cell networks with a non‐ideal backhaul

F Zhou, G Luo, Y Liu, Y Wang, L Fan - IET Communications, 2018 - Wiley Online Library
In this article, intra‐and inter‐cell interference caused by the non‐ideal backhaul in
coordinated multipoint (CoMP) are studied. A recursive estimation‐based zero‐forcing …

A practical dynamic clustering scheme using spectral clustering in ultra dense network

Y Liang, X Liu, J Jiang, J Du, C Sun… - 2020 IEEE/CIC …, 2020 - ieeexplore.ieee.org
Coordinated Multiple-Point (CoMP) technology is one of the most important technologies in
ultra-dense networks (UDN). Effective CoMP clustering algorithm can provide additional …

Performance analysis of enhanced dynamic point selection CoMP scheme for heterogeneous networks

R Gupta, S Kalyanasundaram… - 2016 IEEE 83rd …, 2016 - ieeexplore.ieee.org
In this paper, we study the performance of Dynamic Point Selection (DPS) Cooperative
Multipoint (CoMP) techniques in heterogeneous networks (Hetnets). We show that to obtain …

Big data based user clustering and influence power ranking

Y Jia, K Chao, X Cheng, M Yuan… - 2016 16th International …, 2016 - ieeexplore.ieee.org
Telecom big data implies abundant user information. In this paper, it employs the telecom
data and proposes a user clustering and influence power ranking scheme. The scheme is …

Energy efficient clustering and beamforming for cloud radio access networks

Y Chen, X Wen, Z Lu, H Shao - Mobile Networks and Applications, 2017 - Springer
Cloud radio access network (Cloud-RAN) is recognized as one of the key enabling
techniques for 5G due to its advantages in flexibility. In addition, the greatly increased …