Enhanced multiband multiuser cooperative spectrum sensing for distributed CRNs

A Gharib, W Ejaz, M Ibnkahla - IEEE Transactions on Cognitive …, 2019 - ieeexplore.ieee.org
Multi-band cooperative spectrum sensing (CSS) can provide opportunistic spectrum access
to secondary users (SUs) in cognitive radio networks (CRNs). In multi-band CSS, the …

Distributed spectrum sensing for iot networks: Architecture, challenges, and learning

A Gharib, W Ejaz, M Ibnkahla - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
Spectrum sensing is believed to be a prominent solution to spectrum scarcity caused by the
presence of a large number of devices, particularly in Internet of Things (IoT) applications …

Securing radio resources allocation with deep reinforcement learning for IoE services in next-generation wireless networks

Y Peng, X Xue, AK Bashir, X Zhu… - … on Network Science …, 2022 - ieeexplore.ieee.org
The next generation wireless network (NGWN) is undergoing an unprecedented revolution,
in which trillions of machines, people, and objects are interconnected to realize the Internet …

A Review on Reinforcement Learning enabled Cooperative Spectrum Sensing

TTH Pham, S Cho - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
As the number of devices joining the network explodes, new radio frequency spectrum
bands are in greater demand. It is envisaged that cognitive radio networks would solve this …

Quick cooperative spectrum sensing in cognitive unmanned aerial vehicles networks

J Wu, J Zhang - Transactions on Emerging …, 2022 - Wiley Online Library
In cognitive unmanned aerial vehicles (UAVs) networks (CUAVNs), cooperative spectrum
sensing (CSS) has been recognized as a key technology to enable UAVs to detect spectrum …

Enhance the Probability of Detection of Cooperative Spectrum Sensing in Cognitive Radio Networks Using Blockchain Technology

D Balakumar, N Sendrayan - Journal of Electrical and …, 2023 - Wiley Online Library
Cognitive radio (CR) is the best way to improve the efficiency of spectrum consumption for
wireless multimedia communications. Spectrum sensing, which allows legitimate secondary …

Scalable learning-based heterogeneous multi-band multi-user cooperative spectrum sensing for distributed IoT systems

A Gharib, W Ejaz, M Ibnkahla - IEEE Open Journal of the …, 2020 - ieeexplore.ieee.org
The emerge of Internet of Things (IoT) brings up revolutionary changes to wireless
communications. Cognitive radio (CR) can be seen as one of the prominent solutions to …

User Security Oriented Information-Centric IoT Nodes Clustering With Graph Convolution Networks

A Gharib, M Ibnkahla - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
Information-centric Internet of Things (IoT) sensor networks allow users to access data
directly from the sensing layer. This is done through cluster heads (CHs), which are selected …

Sequential detection with feedback information for two‐way cooperative spectrum sensing in cognitive internet of things

J Wu, M Su, J Bao, L Qiao, X Xu… - Transactions on …, 2024 - Wiley Online Library
With the rapid growth of internet of thing (IoT) devices, cooperative spectrum sensing (CSS)
has emerged as a promising solution to leverage the spatial diversity of multiple secondary …

PSO-based agent cooperative spectrum sensing in cognitive radio networks

J Chen, S Huang, H Li, X Lv, Y Cai - IEEE Access, 2019 - ieeexplore.ieee.org
Secondary users (SUs) can detect the states of primary users (PUs) and access the idle
spectrum in an opportunistic way in cognitive radio networks (CRNs). With the spread of …