[PDF][PDF] A Novel Approach for Cluster Self-Optimization Using Big Data Analytics

A Mirzaei, A Rahimi - Information Systems & Telecommunication, 2019 - jist.ir
One of the current challenges in providing high bitrate services in next generation mobile
networks is limitation of available resources. The goal of proposing a self-optimization model …

Big data based self-optimization networking in next generation mobile networks

A Mirzaei Somarin, M Barari, H Zarrabi - Wireless Personal …, 2018 - Springer
Using self-optimization techniques is the only viable solution for increasing the efficiency in
next generation mobile networks. The goal of proposing a self-optimization model is to …

[PDF][PDF] Big data-based self optimization networking in multi carrier mobile networks

A Mohajer, M Barari, H Zarrabi - Bulletin de la Société Royale des …, 2016 - popups.uliege.be
With regard to the increasing growth of demands in order to provide various services and
high-speed in new generation of mobile telecommunications, one of the challenges ahead …

Big data based self-optimization networking: A novel approach beyond cognition

A Mohajer, M Barari, H Zarrabi - Intelligent Automation & Soft …, 2017 - Taylor & Francis
It is essential to satisfy class-specific QoS constraints to provide broadband services for new
generation wireless networks. A self-optimization technique is introduced as the only viable …

A coverage of self-optimization algorithm using big data analytics in WCDMA cellular networks

J Gao, X Cheng, L Xu, L Cao… - Signal and Information …, 2016 - books.google.com
To address the abnormal coverage problems caused by unreasonable parameters settings
or antenna issues more effectively, a coverage self-optimization algorithm using big data …

Quality of service management method in а heterogeneous wireless network using Big Data technology аnd mobile QoE application

M Beshley, N Kryvinska, H Beshley - Simulation Modelling Practice and …, 2023 - Elsevier
Today, with the increasing number of business users and their changing Quality of Service
(QoS) requirements, there is a problem for mobile network operators to provide individual …

An Efficient RF Self Optimization Tool (SOT) for 4G/5G Mobile Communication

NAS Bauomy - IETE Journal of Research, 2023 - Taylor & Francis
With the rapid growth of mobile networks, maintenance is becoming more complex, time-
consuming, and expensive. One of the most important requirements of network operators …

A self-optimizing technique based on vertical handover for load balancing in heterogeneous wireless networks using big data analytics

M Beshley, N Kryvinska, O Yaremko, H Beshley - Applied Sciences, 2021 - mdpi.com
With the heterogeneity and collaboration of many wireless operators (2G/3G/4G/5G/Wi-Fi),
the priority is to effectively manage shared radio resources and ensure transparent user …

Gibbsian method for the self-optimization of cellular networks

CS Chen, F Baccelli - EURASIP Journal on Wireless Communications and …, 2012 - Springer
In this study, we propose and analyze a class of distributed algorithms performing the joint
optimization of radio resources in heterogeneous cellular networks made of a juxtaposition …

A novel framework of automated RRM for LTE son using data mining: Application to LTE mobility

MI Tiwana, MI Tiwana - Journal of network and systems management, 2014 - Springer
With the evolution of broadband mobile networks towards LTE and beyond, the support for
the internet and internet based services is growing. However, the size and operational costs …