Zero touch management: A survey of network automation solutions for 5G and 6G networks

E Coronado, R Behravesh… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
Mobile networks are facing an unprecedented demand for high-speed connectivity
originating from novel mobile applications and services and, in general, from the adoption …

Wi-Fi meets ML: A survey on improving IEEE 802.11 performance with machine learning

S Szott, K Kosek-Szott, P Gawłowicz… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
Wireless local area networks (WLANs) empowered by IEEE 802.11 (Wi-Fi) hold a dominant
position in providing Internet access thanks to their freedom of deployment and configuration …

A comprehensive survey on mobility management in 5G heterogeneous networks: Architectures, challenges and solutions

E Gures, I Shayea, A Alhammadi, M Ergen… - IEEE …, 2020 - ieeexplore.ieee.org
With the rapid increase in the number of mobile users, wireless access technologies are
evolving to provide mobile users with high data rates and support new applications that …

Target Tracking Area Selection and Handover Security in Cellular Networks: A Machine Learning Approach

VO Nyangaresi - Proceedings of Third International Conference on …, 2023 - Springer
Abstract The 3rd Generation Partnership Project (3GPP) has specified the 5G Authentication
and Key Agreement (5G AKA) protocol for handover authentication. However, this protocol is …

Efficient extreme gradient boosting based algorithm for QoS optimization in inter-radio access technology handoffs

MA Al Sibahee, J Ma, VO Nyangaresi… - … congress on human …, 2022 - ieeexplore.ieee.org
The deployment of many base stations within a small network coverage area can potentially
increase network capacities. However, this implies frequent handoffs as the users move …

AI-enabled reliable QoS in multi-RAT wireless IoT networks: Prospects, challenges, and future directions

K Zia, A Chiumento… - IEEE Open Journal of the …, 2022 - ieeexplore.ieee.org
Wireless IoT networks have seen an unprecedented rise in number of devices,
heterogeneity and emerging use cases which led to diverse throughput, reliability and …

Machine learning protocol for secure 5G handovers

VO Nyangaresi, AJ Rodrigues, SO Abeka - International Journal of …, 2022 - Springer
The fifth generation (5G) networks are characterized with ultra-dense deployment of base
stations with limited footprint. Consequently, user equipment's handover frequently as they …

Multi-criteria handover management using entropy‐based SAW method for SDN-based 5G small cells

M Cicioğlu - Wireless Networks, 2021 - Springer
The high data traffic requirements of the new generation 5G networks will be satisfied with
effective and efficient mobility and handover management. However, dense or ultra-dense …

[HTML][HTML] A survey on data analysis on large-Scale wireless networks: online stream processing, trends, and challenges

DSV Medeiros, HN Cunha Neto, MA Lopez… - Journal of Internet …, 2020 - Springer
In this paper we focus on knowledge extraction from large-scale wireless networks through
stream processing. We present the primary methods for sampling, data collection, and …

An efficient handover mechanism for 5G networks using hybridization of LSTM and SVM

G Kaur, RK Goyal, R Mehta - Multimedia Tools and Applications, 2022 - Springer
Mobile devices can access the internet through different wireless interfaces such as wireless
fidelity (WiFi), worldwide interoperability for microwave access (WiMAX), and cellular …