Adaptive PCI Allocation in Heterogeneous Networks: A DRL-Driven Framework With Hash Table, FAGA, and Guiding Policies

J Li, H Yang, S Li, Z Liu, W Wang - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The proliferation of 5G heterogeneous networks has significantly increased the number of
base stations and user equipments (UEs), leading to heightened wireless interference …

Cluster-Based Hybrid Approach for PCI Configuration and Optimization in 5G EN-DC Heterogeneous Networks

P Li, H Yang, I Kim, Z Liu, S Li - Journal of Network and Systems …, 2024 - Springer
With the development of 5G technologies and the implementation of EN-DC architecture in
heterogeneous networks, managing Physical Cell Identity (PCI) has become increasingly …

Combining multi-objective evolutionary approach and machine learning to optimize pci configuration in large-scale lte networks

L Chen, P Cheng, Y Wang, W Ye - 2022 5th International …, 2022 - ieeexplore.ieee.org
Wireless interference seriously affects the quality of service in mobile communication
networks, and PCI planning and optimization is an effective method to reduce interference in …

ALPACA: A PCI Assignment Algorithm Taking Advantage of Weighted ANR

E Zeljković, D Gogos, G Dox, S Latré… - Journal of Network and …, 2022 - Springer
The growth of mobile data traffic has led to the use of dense and heterogeneous networks
with small cells in 4G and 5G. To manage such networks, dynamic and automated solutions …

[PDF][PDF] PCI planning based on local search in LTE network

JH Gui, SX Gao, Z Jiang - DEStech Transactions on Computer …, 2018 - scholar.archive.org
The evolution of communication networks has made network system increasingly enormous
and complex in recent years. Inter-cell interference (ICI) in the denser network will degrade …

ALPACA: A PCI Assignment Algorithm Taking Advantage of Weighted ANR

Z Ensar, G Dimitris, D Gerwin, S Latré… - Journal of Network …, 2022 - search.proquest.com
The growth of mobile data traffic has led to the use of dense and heterogeneous networks
with small cells in 4G and 5G. To manage such networks, dynamic and automated solutions …

Proactive mobility management of software defined wireless networks

E Zeljković - 2022 - repository.uantwerpen.be
Wireless networks are a very complex and dynamic environment that requires proper
management to optimise its performance. With a tremendous increase in the number of user …

A Novel Approach for Deployment and Throughput Analysis of LTE-Advanced Self-Organizing Network by Using System Vue

S Acharya, S Ranjan, S Mandal - International Journal of …, 2018 - papers.ssrn.com
This paper presents a Comparative Analysis of four available Physical Cell Identity (PCI) self-
distribution algorithms for Self Organizing Network (SON). The PCI is used to identify …