Comprehensive survey on self-organizing cellular network approaches applied to 5G networks

H Fourati, R Maaloul, L Chaari, M Jmaiel - Computer Networks, 2021 - Elsevier
Abstract Self-Organizing Network (SON) stands for a key concept characterizing the
behavior of the future mobile networks. The evolution of telecom infrastructures towards 5G …

Comparative assessment of reference evapotranspiration estimation using conventional method and machine learning algorithms in four climatic regions

A Raza, M Shoaib, MA Faiz, F Baig, MM Khan… - Pure and Applied …, 2020 - Springer
Reference evapotranspiration (ET o) is considered as an essential component in
hydrological and agro meteorological processes. Its accurate estimation becomes an …

[HTML][HTML] Artificial Intelligence Self-Organising (AI-SON) Frameworks for 5G-Enabled Networks: A Review

DK Dake - Journal of Computer and Communications, 2023 - scirp.org
The fifth generation (5G) networks will support the rapid emergence of Internet of Things
(IoT) devices operating in a heterogeneous network (HetNet) system. These 5G-enabled IoT …

QoS-aware dynamic RRH allocation in a self-optimized cloud radio access network with RRH proximity constraint

M Khan, RS Alhumaima… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
An inefficient utilization of network resources in a time-varying traffic environment often leads
to load imbalances, high call-blocking events and degraded quality of service (QoS). This …

A survey of self-coordination in self-organizing network

A Bayazeed, K Khorzom, M Aljnidi - Computer Networks, 2021 - Elsevier
Self-organizing network (SON) is a well-known approach to reduce the complexity and the
cost of cellular network management. It aims at replacing the manual configuration and …

Self optimizing network slicing in 5g for slice isolation and high availability

S Vittal - 2021 17th International Conference on Network and …, 2021 - ieeexplore.ieee.org
5G network supports end-to-end logically isolated networks in the form of network slices,
catering to the needs of users of various primary network services, namely enhanced Mobile …

Semistatic cell differentiation and integration with dynamic BBU-RRH mapping in cloud radio access network

M Khan, ZH Fakhri… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
In this paper, a self-organizing cloud radio access network (C-RAN) is proposed, which
dynamically adapt to varying network capacity demands. A load prediction model is …

Framework: Clustering-Driven Approach for Base Station Parameter Optimization and Automation (CeDA-BatOp)

SP Jayakumar, A Conte - 2024 IEEE 21st Consumer …, 2024 - ieeexplore.ieee.org
The growing demand for fast and reliable wireless services has led to the deployment of
more base stations, which has made manual optimization of base station parameters more …

Continuous time Markov chain based reliability analysis for future cellular networks

H Farooq, MS Parwez, A Imran - 2015 IEEE Global …, 2015 - ieeexplore.ieee.org
It is anticipated that the future cellular networks will consist of an ultra-dense deployment of
complex heterogeneous Base Stations (BSs). Consequently, Self-Organizing Networks …

A machine learning assisted method of coverage and capacity optimization (CCO) in 4G LTE self organizing networks (SON)

Z Lin, Y Ouyang, L Su, W Lu, Z Li - 2019 Wireless …, 2019 - ieeexplore.ieee.org
Self-Organizing Network (SON) has been introduced more than a decade by the Next
Generation Mobile Networks (NGMN) and later standardized by the 3rd Generation Partner …