Comprehensive survey on self-organizing cellular network approaches applied to 5G networks
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 …
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
Reference evapotranspiration (ET o) is considered as an essential component in
hydrological and agro meteorological processes. Its accurate estimation becomes an …
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 …
(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 …
to load imbalances, high call-blocking events and degraded quality of service (QoS). This …
A survey of self-coordination in self-organizing network
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 …
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 …
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
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 …
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 …
more base stations, which has made manual optimization of base station parameters more …
Continuous time Markov chain based reliability analysis for future cellular networks
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 …
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 …
Generation Mobile Networks (NGMN) and later standardized by the 3rd Generation Partner …