Self-Optimization of Handover Control Parameters for 5G Wireless Networks and Beyond

AI Mbulwa, HT Yew, A Chekima, JA Dargham - IEEE Access, 2023 - ieeexplore.ieee.org
… traffic management on future mobile networks,’’ IEEE Trans. Netw. Service Manage., vol. …
, ‘‘Advanced mobility robustness optimization models in future mobile networks based on …

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

A Mohajer, M Barari, H Zarrabi - Intelligent Automation & Soft …, 2017 - Taylor & Francis
… The control and management of various nodes in mobile networks requires self-organization
and smart organization to automatically identify the condition and react to it. The complexity …

Self-organization approaches for optimization in cognitive radio networks

X Xu, X Chai, Z Zhang - China Communications, 2014 - ieeexplore.ieee.org
… techniques, which enable a mobile network to adaptively optimize their algorithms and …
for the operation and maintenance of mobile networks [43]. 3) Self-Healing: Self-healing, as …

Advanced handover self-optimization approach for 4G/5G HetNets using weighted fuzzy logic control

A Alhammadi, M Roslee, MY Alias… - 2019 15th …, 2019 - ieeexplore.ieee.org
… propose a weighted fuzzy self-optimization (WFSO) approach … Mobile broadband
heterogeneous networks (HetNets) are one of the largest and most significant communication …

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

NAS Bauomy - IETE Journal of Research, 2023 - Taylor & Francis
… is one of the key parts of the life cycle of mobile systems. In this paper, a design of RF Self
Optimization Tool called (SOT) for a 4G/5G network is introduced. In particular, an optimization

A conflict avoidance scheme between mobility load balancing and mobility robustness optimization in self-organizing networks

M Huang, J Chen - Wireless Networks, 2018 - Springer
… ever-growing wireless mobile traffic, deployment and maintenance of cellular mobile networks
by … To simplify the management of the network and lower down the maintenance cost, self-…

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

A Mirzaei, A Rahimi - Information Systems & Telecommunication, 2019 - jist.ir
… of the proposed self-optimization networking model (Figure 1), we need to apply at least
two additional section through the architecture of current generation mobile networks. The first …

[图书][B] 5G heterogeneous networks: Self-organizing and optimization

B Rong, X Qiu, M Kadoch, S Sun, W Li - 2016 - Springer
… Massive MIMO technology is introduced as an essential part of future mobile networks.
Then, an SDN-controlled MIMO coordination is proposed for the heterogeneous …

Qcell: Self-optimization of softwarized 5g networks through deep q-learning

B Casasole, L Bonati, S D'Oro… - 2021 IEEE Global …, 2021 - ieeexplore.ieee.org
… Abstract—With the unprecedented rise in traffic demand and mobile subscribers, real-time
fine-grained optimization frameworks are crucial for the future of cellular networks. Indeed, …

Mobile relay stations navigation-based self-optimization handover mechanism in WiMAX networks

JM Chang, WT Hsiao, JL Chen… - Proceedings of the 4th …, 2009 - ieeexplore.ieee.org
… In this paper, we present a mechanism called self-optimization handover mechanism which
… characteristics of mobile relay station, especially, the concept of self-optimization of organic …