Cooperative spectrum sensing based on multi-features combination network in cognitive radio network

M Xu, Z Yin, Y Zhao, Z Wu - Entropy, 2022 - mdpi.com
Cognitive radio, as a key technology to improve the utilization of radio spectrum, acquired
much attention. Moreover, spectrum sensing has an irreplaceable position in the field of …

Cooperative spectrum sensing based on LSTM-CNN combination network in cognitive radio system

L Li, W Xie, X Zhou - IEEE Access, 2023 - ieeexplore.ieee.org
Cognitive radio (CR), as an emerging technology to improve the utilization of radio
spectrum, the fundamental of CR technology is spectrum sensing, due to the detection …

Adaptive weighted algorithm of cooperative spectrum sensing in cognitive radio networks

L Chuan-qing, W Zhi-ming - 2011 - IET
The algorithm of cooperative spectrum sensing in cognitive radio networks can improve
detection probability of frequency spectrum sensing while increase cost of control channel …

Cooperative spectrum sensing based on adaptive activation of energy and preamble detector for cognitive radio networks

A Rauniyar, SY Shin - APSIPA Transactions on Signal and …, 2018 - cambridge.org
In this paper, we propose a new cooperative spectrum sensing method based on adaptive
activation of energy detector (ED) and preamble detector (PD) for cognitive radio networks …

[PDF][PDF] Cooperative spectrum sensing and weighted-clustering algorithm for cognitive radio network

H Liu, W Chen - … Journal of Information Engineering and Electronic …, 2011 - mecs-press.net
Cognitive radio is a promising technique for efficient utilization of idle authorized spectrum
since it is able to sense the spectrum and reuse the frequency when the primary user is …

Intelligent clustering cooperative spectrum sensing based on Bayesian learning for cognitive radio network

X Liu, X Zhang, H Ding, B Peng - Ad Hoc Networks, 2019 - Elsevier
In cognitive radio network, cooperative spectrum sensing (CSS) can improve the sensing
performance on the absence of a primary user, when the sensing channel is in severe …

Intelligent cooperative spectrum sensing via hierarchical Dirichlet process in cognitive radio networks

XL Huang, F Hu, J Wu, HH Chen… - IEEE Journal on …, 2014 - ieeexplore.ieee.org
Cognitive radio (CR) is a critical technology for improving spectrum utilization and solving
the radio spectrum scarcity problem. In CR devices, spectrum sensing is important to …

Cooperative spectrum sensing in cognitive radio systems with limited sensing ability

H Huang, Z Zhang, P Cheng, A Huang… - Journal of Zhejiang …, 2010 - Springer
In cognitive radio systems, the design of spectrum sensing has to face the challenges of
radio sensitivity and wide-band frequency agility. It is difficult for a single cognitive user to …

Cooperative sensing with joint energy and correlation detection in cognitive radio networks

M Tavana, A Rahmati… - IEEE …, 2016 - ieeexplore.ieee.org
Cognitive radio networks (CRNs) are a promising solution to address the spectrum shortage
issue. Spectrum sensing plays a key role to make such a scenario practical. In this letter, we …

Detection efficiency of cooperative spectrum sensing in cognitive radio network

C Xing, Z BIE, W WU - The Journal of China Universities of Posts and …, 2008 - Elsevier
Sensing the spectrum in a reliable and efficient manner is crucial to cognitive radio. To
combat the channel fading suffered by the single radio, cooperative spectrum sensing is …