Intelligent zero trust architecture for 5G/6G networks: Principles, challenges, and the role of machine learning in the context of O-RAN
K Ramezanpour, J Jagannath - Computer Networks, 2022 - Elsevier
In this position paper, we discuss the critical need for integrating zero trust (ZT) principles
into next-generation communication networks (5G/6G). We highlight the challenges and …
into next-generation communication networks (5G/6G). We highlight the challenges and …
A survey of scheduling in 5g urllc and outlook for emerging 6g systems
Future wireless communication is expected to be a paradigm shift from three basic service
requirements of 5th Generation (5G) including enhanced Mobile Broadband (eMBB), Ultra …
requirements of 5th Generation (5G) including enhanced Mobile Broadband (eMBB), Ultra …
A survey on 4G-5G dual connectivity: Road to 5G implementation
Rising popularity of 5G communications is making tremendous demands on the cellular
network operators for providing true 5G services to the users. With limited numbers of 5G …
network operators for providing true 5G services to the users. With limited numbers of 5G …
Intelligent active queue management for stabilized QoS guarantees in 5G mobile networks
The fifth-generation (5G) new radio standard defines various functions for forwarding
treatments under differentiated quality of services requirements. In particular, a gNB base …
treatments under differentiated quality of services requirements. In particular, a gNB base …
A long short-term memory network-based radio resource management for 5G network
Nowadays, the Long-Term Evolution-Advanced system is widely used to provide 5G
communication due to its improved network capacity and less delay during communication …
communication due to its improved network capacity and less delay during communication …
Performance analysis of multi-band microwave and millimeter-wave operation in 5G NR systems
Blockage of millimeter-wave (mmWave) radio propagation paths in dense mobile scenarios
requires advanced techniques to preserve session continuity in 5G New Radio (NR) …
requires advanced techniques to preserve session continuity in 5G New Radio (NR) …
Energy-efficient service-aware multi-connectivity scheduler for uplink multi-layer non-terrestrial networks
MN Dazhi, H Al-Hraishawi… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
This paper introduces the concept of energy efficiency (EE) in the uplink with the capability
of multi-connectivity (MC) in a multi-orbit non-terrestrial network (NTN), where user terminals …
of multi-connectivity (MC) in a multi-orbit non-terrestrial network (NTN), where user terminals …
[HTML][HTML] Optimizing cell selection for data services in mm-waves spectrum through enhanced extreme gradient boosting
This paper proposes a supervised learning based cell selection/reselection prediction
technique incorporating ensembles, and is reinforced by readily available lasso and ridge …
technique incorporating ensembles, and is reinforced by readily available lasso and ridge …
A deep q-network-based algorithm for multi-connectivity optimization in heterogeneous cellular-networks
JJ Hernández-Carlón, J Pérez-Romero, O Sallent… - Sensors, 2022 - mdpi.com
The use of multi-connectivity has become a useful tool to manage the traffic in
heterogeneous cellular network deployments, since it allows a device to be simultaneously …
heterogeneous cellular network deployments, since it allows a device to be simultaneously …
Performance analysis and adaptive DRX scheme for dual connectivity
The 3GPP (Rel. 12 and Rel. 16) introduces and explores the dual connectivity (DC). It is one
of the most important future technologies adopted by 5G. It enhances the throughput and …
of the most important future technologies adopted by 5G. It enhances the throughput and …