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 …

On Securing Cognitive Radio Networks-Enabled SWIPT Over Cascaded - Fading Channels With Multiple Eavesdroppers

DH Tashman, W Hamouda… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In this paper, the physical-layer security (PLS) for an underlay cognitive radio network (CRN)
with multiple non-colluding eavesdroppers is studied. We assume that a secondary user …

Block error rate analysis of short-packet mobile-to-mobile communications over correlated cascaded fading channels

Z Shi, H Zhang, H Wang, Y Fu, G Yang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This paper thoroughly investigates the performance of short-packet communications over
cascaded fading channels that have a variety of applications in mobile-to-mobile (M2M) …

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 …

Cascaded κ-μ Fading Channels with Colluding and Non-Colluding Eavesdroppers: Physical-Layer Security Analysis

D Tashman, W Hamouda - Future Internet, 2021 - mdpi.com
In this paper, the physical-layer security for a three-node wiretap system model is studied.
Under the threat of multiple eavesdroppers, it is presumed that a transmitter is …

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 …

Intelligent spectrum sensing: An unsupervised learning approach based on dimensionality reduction

NA Khalek, W Hamouda - ICC 2022-IEEE International …, 2022 - ieeexplore.ieee.org
In Cognitive radio (CR), users take advantage of vacant licensed bands to transmit their data
as they become available. Cognitive users employ an autonomous perception-action …

On Selection of Parameters for Cooperative Spectrum Sensing Schemes over κμ Fading Channels

S Nallagonda, A Bhowmick, B Prasad - IETE Journal of Research, 2023 - Taylor & Francis
The current paper studies comprehensive analysis of various cooperative spectrum sensing
(CSS) schemes in generalized κ− μ fading environment. More precisely, the optimization of …

Joint effects of non-linear energy harvesting, primary interference, and full-duplex destination-assisted jamming on spectrum sharing networks

K Ho-Van, T Do-Dac - Wireless Networks, 2023 - Springer
Spectrum sharing (SS) and energy harvesting (EH) basically improve spectrum-and-energy
efficiencies required by modern communications systems. Nonetheless, most publications …

Blockchain-enabled moving target defense for secure cr networks

EM Ghourab, L Bariah, S Muhaidat… - 2022 International …, 2022 - ieeexplore.ieee.org
The ever-increasing demand for high-data services and the emergence of new use cases
with stringent latency, spectral, and energy efficiency requirements present new challenges …