Zero touch management: A survey of network automation solutions for 5G and 6G networks
Mobile networks are facing an unprecedented demand for high-speed connectivity
originating from novel mobile applications and services and, in general, from the adoption …
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
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 …
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
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 …
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 …
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
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 …
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
Wireless IoT networks have seen an unprecedented rise in number of devices,
heterogeneity and emerging use cases which led to diverse throughput, reliability and …
heterogeneity and emerging use cases which led to diverse throughput, reliability and …
Machine learning protocol for secure 5G handovers
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 …
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 …
effective and efficient mobility and handover management. However, dense or ultra-dense …
A survey on data analysis on large-Scale wireless networks: online stream processing, trends, and challenges
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 …
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 …
fidelity (WiFi), worldwide interoperability for microwave access (WiMAX), and cellular …