Deep reinforcement learning for cyber security

TT Nguyen, VJ Reddi - IEEE Transactions on Neural Networks …, 2021 - ieeexplore.ieee.org
The scale of Internet-connected systems has increased considerably, and these systems are
being exposed to cyberattacks more than ever. The complexity and dynamics of …

Ultra-low latency (ULL) networks: The IEEE TSN and IETF DetNet standards and related 5G ULL research

A Nasrallah, AS Thyagaturu, Z Alharbi… - … Surveys & Tutorials, 2018 - ieeexplore.ieee.org
Many network applications, eg, industrial control, demand ultra-low latency (ULL). However,
traditional packet networks can only reduce the end-to-end latencies to the order of tens of …

Joint impacts of imperfect CSI and imperfect SIC in cognitive radio-assisted NOMA-V2X communications

DT Do, TA Le, TN Nguyen, X Li, KM Rabie - IEEE Access, 2020 - ieeexplore.ieee.org
In this study, the performance of a secondary network in cognitive radio (CR) is studied in
the context of vehicle-to-everything (V2X). The non-orthogonal multiple access (NOMA) is …

A deep autoencoder trust model for mitigating jamming attack in IoT assisted by cognitive radio

MS Abdalzaher, M Elwekeil, T Wang… - IEEE Systems …, 2021 - ieeexplore.ieee.org
This article proposes deep learning (DL) framework constructed using deep autoencoder
(DAE) to detect the malicious nodes in an Internet of Things (IoT) network assisted by the …

Multi-connectivity for 5G networks and beyond: A survey

T Sylla, L Mendiboure, S Maaloul, H Aniss, MA Chalouf… - Sensors, 2022 - mdpi.com
To manage a growing number of users and an ever-increasing demand for bandwidth,
future 5th Generation (5G) cellular networks will combine different radio access technologies …

A comprehensive survey on 6G and beyond: Enabling technologies, opportunities of machine learning and challenges

AT Jawad, R Maaloul, L Chaari - Computer Networks, 2023 - Elsevier
Multiple nations are now in the process of launching 5G mobile networks. All of the telecoms
industry has been revolutionized by the concept of 5G networks. Since late 2018 …

5G mobile services and scenarios: Challenges and solutions

YB Zikria, SW Kim, MK Afzal, H Wang, MH Rehmani - Sustainability, 2018 - mdpi.com
The Fifth generation (5G) network is projected to support large amount of data traffic and
massive number of wireless connections. Different data traffic has different Quality of Service …

[HTML][HTML] Multimedia communication over cognitive radio networks from QoS/QoE perspective: A comprehensive survey

MJ Piran, QV Pham, SMR Islam, S Cho, B Bae… - Journal of Network and …, 2020 - Elsevier
The stringent requirements of wireless multimedia transmission lead to very high radio
spectrum solicitation. Although the radio spectrum is considered as a scarce resource, the …

Machine learning techniques and a case study for intelligent wireless networks

H Yang, X Xie, M Kadoch - IEEE Network, 2020 - ieeexplore.ieee.org
With the widespread deployment of wireless technologies and IoT, 5G wireless networks will
support various communication connectivity and services for the huge number of wireless …

Secure energy efficiency for NOMA based cognitive radio networks with nonlinear energy harvesting

D Wang, S Men - IEEE Access, 2018 - ieeexplore.ieee.org
In order to improve the spectrum efficiency and secrecy energy efficiency, in this paper, we
propose a non-orthogonal multiple access (NOMA)-based secure scheme for cognitive radio …