Advances on spectrum sensing for cognitive radio networks: Theory and applications

A Ali, W Hamouda - IEEE communications surveys & tutorials, 2016 - ieeexplore.ieee.org
Due to the under-utilization problem of the allocated radio spectrum, cognitive radio (CR)
communications have recently emerged as a reliable and effective solution. Among various …

Cooperative overlay spectrum access in cognitive radio networks

W Liang, SX Ng, L Hanzo - IEEE Communications Surveys & …, 2017 - ieeexplore.ieee.org
In order to mitigate the shortage of wireless spectrum, the appealing concepts of cooperative
communication techniques and cognitive radio (CR) networks have been combined for the …

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 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 …

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 …

Optimization of cooperative spectrum sensing with energy detection in cognitive radio networks

W Zhang, RK Mallik, KB Letaief - IEEE transactions on wireless …, 2009 - ieeexplore.ieee.org
We consider cooperative spectrum sensing in which multiple cognitive radios collaboratively
detect the spectrum holes through energy detection and investigate the optimality of …

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 …

Cooperative sensing with imperfect reporting channels: Hard decisions or soft decisions?

S Chaudhari, J Lunden, V Koivunen… - IEEE transactions on …, 2011 - ieeexplore.ieee.org
This paper focuses on the performance analysis and comparison of hard decision (HD) and
soft decision (SD) based approaches for cooperative spectrum sensing in the presence of …

Cooperative spectrum sensing in multiple antenna based cognitive radio network using an improved energy detector

A Singh, MR Bhatnagar… - IEEE Communications …, 2011 - ieeexplore.ieee.org
Performance of cooperative spectrum sensing with multiple antennas at each cognitive radio
(CR) is discussed in this paper. The CRs utilize selection combining of the decision statistics …

Spectrum sensing in cognitive radio networks and metacognition for dynamic spectrum sharing between radar and communication system: A review

SK Agrawal, A Samant, SK Yadav - Physical Communication, 2022 - Elsevier
The massive growth in mobile users and wireless technologies has resulted in increased
data traffic and created demand for additional radio spectrum. This growing demand for …