Extreme eigenvalues-based detectors for spectrum sensing in cognitive radio networks

W Zhao, SS Ali, M Jin, G Cui, N Zhao… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
This paper focuses on the design of the optimal or near-optimal detector resorting to extreme
eigenvalues. A general framework for detector design involving model-driven and data …

Efficient spectrum management techniques for cognitive radio networks for proximity service

S Nandakumar, T Velmurugan, U Thiagarajan… - IEEE …, 2019 - ieeexplore.ieee.org
Cognitive radio networks improve spectrum efficiency by employing vigilant and accurate
spectrum management techniques. This is done to enable an unlicensed user to use the …

TCVQ-SVM algorithm for narrowband spectrum sensing

J Sheng, F Liu, Z Zhang, C Huang - Physical Communication, 2022 - Elsevier
Spectrum sensing is viewed as the basic and crucial technology for cognitive radio. To
improve the accuracy of spectrum sensing in low signal to noise ratio (SNR), this paper …

SVD detection analysis in cognitive mobile radio networks

P Palacios, A Castro, C Azurdia-Meza… - … on Ubiquitous and …, 2017 - ieeexplore.ieee.org
In this work, the performance of the spectrum detection method known as singular value
decomposition (SVD) is evaluated. The performance of the SVD detection method was …

Weighted fusion scheme for cooperative spectrum sensing

P Verma - 2020 International conference on industry 4.0 …, 2020 - ieeexplore.ieee.org
Cognitive Radio is an able candidate, which can alleviate the spectrum underutilization
problem through Opportunistic Spectrum Access. The sensing of spectrum is the first step to …

Automatic Spectrum Sensing Techniques Using Support Vector Machine In Cognitive Radio Network

M Arkwazee, M Ilyas, AD Jasim - 2022 Second International …, 2022 - ieeexplore.ieee.org
Cognitive Radio (CR) network is established for spectrum utilization. This technology allows
unlicensed users to share the spectrum with licensed users. In order to perform such a …

[PDF][PDF] Performance evaluation of energy detector based spectrum sensing for cognitive radio using NI USRP-2930

FZ El Bahi, H Ghennioui… - International …, 2017 - download.garuda.kemdikbud.go.id
This paper presents the performance evaluation of the Energy Detector technique, which is
one of the most popular Spectrum Sensing (SS) technique for Cognitive Radio (CR). SS is …

Performance analysis of the hard-decision cooperative multi-stage spectrum sensing for cognitive radio

M Hallaq, W Altabban, O Abbas - International Journal of …, 2023 - inderscienceonline.com
The number of applications that depend on wireless communications is increasing
consistently. Therefore, the spectrum, which is a scarce resource, is becoming more …

[PDF][PDF] Noise uncertainty effect on a modified two-stage spectrum sensing technique

HAT El-Dien, RM Zaki, MM Tantawy… - Indonesian Journal of …, 2016 - academia.edu
Detecting the presence or absence of primary user is the key task of cognitive radio
networks. However, relying on single detector reduces the probability of detection and …

[PDF][PDF] Multi-channel preemptive priority model for spectrum mobility in cognitive radio networks

S Saad, I Tarrad, A Ammar - International Journal of Electrical and …, 2018 - academia.edu
Cognitive Radio techniques have been proposed for improving utilization of the spectrum by
exploiting the unoccupied bands of the licensed spectrum. This paper proposes a …