A comprehensive survey on spectrum sensing in cognitive radio networks: Recent advances, new challenges, and future research directions

Y Arjoune, N Kaabouch - Sensors, 2019 - mdpi.com
Cognitive radio technology has the potential to address the shortage of available radio
spectrum by enabling dynamic spectrum access. Since its introduction, researchers have …

A survey on machine-learning techniques in cognitive radios

M Bkassiny, Y Li, SK Jayaweera - … Communications Surveys & …, 2012 - ieeexplore.ieee.org
In this survey paper, we characterize the learning problem in cognitive radios (CRs) and
state the importance of artificial intelligence in achieving real cognitive communications …

Cognitive radio networking and communications: An overview

YC Liang, KC Chen, GY Li… - IEEE transactions on …, 2011 - ieeexplore.ieee.org
Cognitive radio (CR) is the enabling technology for supporting dynamic spectrum access:
the policy that addresses the spectrum scarcity problem that is encountered in many …

Advances in cognitive radio networks: A survey

B Wang, KJR Liu - IEEE Journal of selected topics in signal …, 2010 - ieeexplore.ieee.org
With the rapid deployment of new wireless devices and applications, the last decade has
witnessed a growing demand for wireless radio spectrum. However, the fixed spectrum …

Cooperative spectrum sensing in cognitive radio networks: A survey

IF Akyildiz, BF Lo, R Balakrishnan - Physical communication, 2011 - Elsevier
Spectrum sensing is a key function of cognitive radio to prevent the harmful interference with
licensed users and identify the available spectrum for improving the spectrum's utilization …

Machine learning techniques for cooperative spectrum sensing in cognitive radio networks

KM Thilina, KW Choi, N Saquib… - IEEE Journal on …, 2013 - ieeexplore.ieee.org
We propose novel cooperative spectrum sensing (CSS) algorithms for cognitive radio (CR)
networks based on machine learning techniques which are used for pattern classification. In …

Cooperative communications for cognitive radio networks

KB Letaief, W Zhang - Proceedings of the IEEE, 2009 - ieeexplore.ieee.org
Cognitive radio is an exciting emerging technology that has the potential of dealing with the
stringent requirement and scarcity of the radio spectrum. Such revolutionary and …

[PDF][PDF] A review on spectrum sensing for cognitive radio: challenges and solutions

Y Zeng, YC Liang, AT Hoang, R Zhang - EURASIP journal on advances in …, 2010 - Springer
Cognitive radio is widely expected to be the next Big Bang in wireless communications.
Spectrum sensing, that is, detecting the presence of the primary users in a licensed …

Energy detection based cooperative spectrum sensing in cognitive radio networks

S Atapattu, C Tellambura… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
Detection performance of an energy detector used for cooperative spectrum sensing in a
cognitive radio network is investigated over channels with both multipath fading and …

Soft combination and detection for cooperative spectrum sensing in cognitive radio networks

J Ma, G Zhao, Y Li - IEEE Transactions on Wireless …, 2008 - ieeexplore.ieee.org
In this letter, we consider cooperative spectrum sensing based on energy detection in
cognitive radio networks. Soft combination of the observed energies from different cognitive …