Channel clustering and QoS level identification scheme for multi-channel cognitive radio networks

A Ali, I Yaqoob, E Ahmed, M Imran… - IEEE …, 2018 - ieeexplore.ieee.org
The increasing popularity of wireless services and devices necessitates high bandwidth
requirements; however, spectrum resources are not only limited but also heavily …

NOn-parametric Bayesian channEls cLustering (NOBEL) scheme for wireless multimedia cognitive radio networks

A Ali, ME Ahmed, F Ali, NH Tran… - IEEE Journal on …, 2019 - ieeexplore.ieee.org
In wireless multimedia cognitive radio networks (WMCRNs), to optimize multimedia
transmissions and scarce wireless spectrum utilization, a multimedia secondary user (MSU) …

Clustering formation in cognitive radio networks using machine learning

DMS Bhatti, S Ahmed, AS Chan, K Saleem - AEU-International Journal of …, 2020 - Elsevier
The goal of spectrum sensing is to elevate the detection performance of secondary users
(SUs) in a cognitive radio network (CRN). In cooperative spectrum sensing, all secondary …

Machine learning approaches for spectrum management in cognitive radio networks

AM Mikaeil - Machine Learning-Advanced Techniques and …, 2018 - books.google.com
Cognitive radio (CR) provides a better way for utilization of spectrum resource by introducing
an opportunistic usage of the frequency bands that are not heavily occupied by a licensed …

Cluster‐based adaptive multispectrum sensing and access in cognitive radio networks

W Zhang, CK Yeo - Wireless Communications and Mobile …, 2015 - Wiley Online Library
Spectrum sensing and access have been widely investigated in cognitive radio network for
the secondary users to efficiently utilize and share the spectrum licensed by the primary …

[PDF][PDF] Machine learning algorithms for cognitive radio wireless networks

OP Awe - 2015 - core.ac.uk
In this thesis new methods are presented for achieving spectrum sensing in cognitive radio
wireless networks. In particular, supervised, semi-supervised and unsupervised machine …

[PDF][PDF] An efficient filter banks based multicarrier system in cognitive radio networks

Y Cui, Z Zhao, H Zhang - Radioengineering, 2010 - radioeng.cz
In cognitive radio techniques, OFDM is usually regarded as the physical layer candidate.
However, the weaknesses of the OFDM technique, ie, using plain FFT for spectral analysis …

A QoS-aware framework for available spectrum characterization and decision in cognitive radio networks

B Canberk, IF Akyildiz, S Oktug - 21st Annual IEEE …, 2010 - ieeexplore.ieee.org
The growing problem of spectrum scarcity and the inefficient spectrum utilization in the
licensed bands, are addressed by the emerging Cognitive Radio (CR) paradigm. It is seen …

[HTML][HTML] Distributed and centralized schemes for channel sensing order setting in multi-user cognitive radio networks

J Huang, H Zhou, Y Chen, B Chen, R Kong - Wireless personal …, 2014 - Springer
Channel sensing order setting is crucial for efficient channel exploration and exploitation in
cognitive radio (CR) networks. This paper investigates the sensing order setting problem in …

Probabilistic spectrum assignment for QoS-constrained cognitive radios with parallel transmission capability

HAB Salameh - 2012 IFIP Wireless Days, 2012 - ieeexplore.ieee.org
In this paper, we propose a multi-channel parallel transmission mechanism for channel
assignment in cognitive radio (CR) networks. The proposed mechanism enables secondary …