[HTML][HTML] Prediction on domestic violence in bangladesh during the covid-19 outbreak using machine learning methods

MM Hossain, M Asadullah, A Rahaman… - Applied System …, 2021 - mdpi.com
The COVID-19 outbreak resulted in preventative measures and restrictions for Bangladesh
during the summer of 2020—these unstable and stressful times led to multiple social …

[HTML][HTML] A novel prediction model for malicious users detection and spectrum sensing based on stacking and deep learning

S Benazzouza, M Ridouani, F Salahdine, A Hayar - Sensors, 2022 - mdpi.com
Cooperative network is a promising concept for achieving a high-accuracy decision of
spectrum sensing in cognitive radio networks. It enables a collaborative exchange of the …

[HTML][HTML] Machine learning-based malicious user detection for reliable cooperative radio spectrum sensing in Cognitive Radio-Internet of Things

MS Hossain, MS Miah - Machine Learning with Applications, 2021 - Elsevier
Abstract The Cognitive Radio based Internet of Things (CR-IoT) is a promising technology
that provides IoT endpoints, ie, CR-IoT users the capability to share the radio spectrum …

Enhancing the spectrum sensing performance of cluster-based cooperative cognitive radio networks via sequential multiple reporting channels

MA Hossain, M Schukat, E Barrett - Wireless Personal Communications, 2021 - Springer
In cluster-based cooperative cognitive radio networks (CCRNs), spectrum sensing and
decision making processes to determine whether the primary user (PU) signal is present or …

Support vector machine approach of malicious user identification in cognitive radio networks

K Arshid, Z Jianbiao, I Hussain, GG Lema, M Yaqub… - Wireless …, 2022 - Springer
In cognitive radio network (CRN), effective spectrum management provides better quality of
service. The spectrum is limited but the significance of the spectrum is increasing at each …

MU-MIMO based cognitive radio in internet of vehicles (IoV) for enhanced spectrum sensing accuracy and sum rate

MA Hossain, M Schukat, E Barrett - 2021 IEEE 93rd Vehicular …, 2021 - ieeexplore.ieee.org
Vehicular ad-hoc networks (VANETs) provide the basic infrastructure for intelligent
transportation systems (ITS), as it allows vehicles to access the Internet and to communicate …

An energy efficient cooperative spectrum sensing for cognitive radio-internet of things with interference constraints

MS Miah, MA Hossain, KM Ahmed, MM Rahman… - 2021 - researchsquare.com
Spectrum sensing plays a very important role in Cognitive Radio based Internet of Things
(CR-IoT) networks for utilization of the licensed spectrum accurately. However, the …

Multiple Features-Aided Malicious Users Detection in OFDM-based Cognitive Radio-Internet of Things

MS Miah, MM Rahman, M Niu… - … Conference on Next …, 2023 - ieeexplore.ieee.org
Cooperative Spectrum Sensing (CSS) is a beneficial approach to alleviate the spectrum
scarcity issue by making it possible for the unlicensed users including normal and Malicious …

CNN ARCHITECTURE APPLIED FOR FILTER BANK DETECTION

H Ouamna, Z Madini, Y Zouine - Journal of Southwest Jiaotong University, 2023 - jsju.org
The connected car industry is rapidly expanding, with more and more vehicles becoming
connected to the internet and each other. This growth has led to the development of …

Malicious Users Detection in OFDM-based Cognitive Radio-Internet of Things using Machine Learning: Simulation and Performance

MS Miah, LMM Suarez… - … European Conference on …, 2023 - ieeexplore.ieee.org
The Cooperative Spectrum Sensing (CSS) based Cognitive Radio-Internet of Things (CR-
IoT) is an advantageous solution to address the spectrum scarcity problem by allowing the …