[HTML][HTML] A novel self-healing model using precoding & big-data based approach for 5G networks
T Omar, T Ketseoglou, I Naffaa - Pervasive and Mobile Computing, 2021 - Elsevier
The study of self organized networks is considered a key element in developing the new
generation of cellular networks. Mobile service providers are adopting new technologies …
generation of cellular networks. Mobile service providers are adopting new technologies …
A unified framework for self-healing in wireless networks
Future wireless networks will be Heterogeneous Networks (HetNet), as they will comprise
multiple Radio Access Technologies (RAT) and network architectures. The complexity of …
multiple Radio Access Technologies (RAT) and network architectures. The complexity of …
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 …
Self-healing in mobile networks with big data
Mobile networks have rapidly evolved in recent years due to the increase in multimedia
traffic and offered services. This has led to a growth in the volume of control data and …
traffic and offered services. This has led to a growth in the volume of control data and …
Self-healing in emerging cellular networks: Review, challenges, and research directions
Mobile cellular network operators spend nearly a quarter of their revenue on network
management and maintenance. Incidentally, a significant proportion of that budget is spent …
management and maintenance. Incidentally, a significant proportion of that budget is spent …
Self-healing and resilience in future 5G cognitive autonomous networks
J Ali-Tolppa, S Kocsis, B Schultz… - … for a 5G Future (ITU K …, 2018 - ieeexplore.ieee.org
In the Self-Organizing Networks (SON) concept, self-healing functions are used to detect,
diagnose and correct degraded states in the managed network functions or other resources …
diagnose and correct degraded states in the managed network functions or other resources …
Adaptive root cause analysis for self-healing in 5G networks
H Mfula, JK Nurminen - 2017 International Conference on High …, 2017 - ieeexplore.ieee.org
Root cause analysis (RCA) is a common and recurring task performed by operators of
cellular networks. It is done mainly to keep customers satisfied with the quality of offered …
cellular networks. It is done mainly to keep customers satisfied with the quality of offered …
Root cause analysis based on temporal analysis of metrics toward self-organizing 5G networks
By 2020, mobile networks will support a wide range of communication services while at the
same time, the number of user terminals will be enormous. To cope with such increased …
same time, the number of user terminals will be enormous. To cope with such increased …
Collaborative resource allocation for self-healing in self-organizing networks
The main objectives of a self-organizing network (SON) technology are autonomous network
deployment, network performance optimization and real-time adaptation to environmental …
deployment, network performance optimization and real-time adaptation to environmental …
Ensemble learning and SMOTE based fault diagnosis system in self-organizing cellular networks
Self-organizing networks (SON) aim to offer high quality services while reducing both capital
expenditure (CAPEX) and operational expenditure (OPEX). SON consists of three main …
expenditure (CAPEX) and operational expenditure (OPEX). SON consists of three main …