Advances in Machine Learning-Driven Cognitive Radio for Wireless Networks: A Survey

NA Khalek, DH Tashman… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
The next frontier in wireless connectivity lies at the intersection of cognitive radio (CR)
technology and machine learning (ML), where intelligent networks can provide pervasive …

Secure V2V communications in relay-assisted cognitive radio vehicular networks with imperfect CSI

Y Zhang, J Hou, X Zhao - IEEE Transactions on Intelligent …, 2023 - ieeexplore.ieee.org
This article considers a relay-based underlay cognitive radio vehicular network, where a
secondary source vehicle transmits information to a secondary destination vehicle with a …

To mitigate primary user emulation attack trajectory using cognitive single carrier frequency division multiple access approaches: Towards next generation green IoT

H Mazumdar, A Kaushik, HA Gohel - Engineering Reports, 2023 - Wiley Online Library
The growing cognizance of spectrum scarcity has become a more significant concern in
wireless radio communications. Due to the exponential growth of data transmission in …

Overlay cognitive radio networks enabled energy harvesting with random AF relays

DH Tashman, W Hamouda, JM Moualeu - IEEE Access, 2022 - ieeexplore.ieee.org
In this paper, we investigate an overlay cognitive radio network (CRN) in which one user is
selected among multiple secondary users (SUs) to harvest energy from primary …

Towards improving the security of cognitive radio networks-based energy harvesting

DH Tashman, W Hamouda - ICC 2022-IEEE International …, 2022 - ieeexplore.ieee.org
In this paper, physical-layer security (PLS) of an underlay cognitive radio network (CRN)
operating over cascaded Rayleigh fading channels is examined. In this scenario, a …

Performance optimization of energy-harvesting underlay cognitive radio networks using reinforcement learning

DH Tashman, S Cherkaoui… - … and Mobile Computing …, 2023 - ieeexplore.ieee.org
In this paper, a reinforcement learning technique is employed to maximize the performance
of a cognitive radio network (CRN). In the presence of primary users (PUs), it is presumed …

Secure and Reliable IoT Communication in Underlay CRN With Imperfect CSI

A Kumar, DNK Jayakody… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
The Internet of Things (IoT) is a rapidly growing network of interconnected devices that has
the potential to revolutionize many industries and sectors. However, IoT devices are often …

Physical layer security in SWIPT-based cooperative vehicular relaying networks

P Odong, AH Abd El-Malek, A Allam… - Vehicular …, 2024 - Elsevier
The future of autonomous transportation systems depends on energy sustainability and
secure information exchange from low-power vehicular sensors, hence the increased …

Optimizing Cognitive Networks: Reinforcement Learning Meets Energy Harvesting Over Cascaded Channels

DH Tashman, S Cherkaoui… - IEEE Systems Journal, 2024 - ieeexplore.ieee.org
This article presents a reinforcement learning-based approach to improve the physical layer
security of an underlay cognitive radio network over cascaded channels. These channels …

Maximizing Reliability in Overlay Radio Networks With Time Switching and Power Splitting Energy Harvesting

DH Tashman, S Cherkaoui… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Cognitive radio networks (CRNs) are acknowledged for their ability to tackle the issue of
spectrum under-utilization. In the realm of CRNs, this paper investigates the energy …