Robust test statistic for cooperative spectrum sensing based on the Gerschgorin circle theorem

DA Guimarães - IEEE Access, 2017 - ieeexplore.ieee.org
The Gerschgorin circle theorem was recently applied to build two detectors for the purpose
of spectrum sensing in cognitive radio applications, the so-called Gerschgorin radius-based …

Large Array Antenna Spectrum Sensing in Cognitive Radio Networks

A Taherpour, A Taherpour, T Khattab… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
We investigate spectrum sensing in cognitive radios with large antenna arrays. Gigantic
MIMO and extra-large array antennas are fundamental technologies in 5G and future 6G …

Design of optimal non-uniform quantizer in imperfect noisy reporting channels for collaborative spectrum sensing

M Naderipour, A Taherpour… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
We design an optimal non-uniform quantizer for collaborative spectrum sensing (CSS) in
cognitive radio networks (CRNs). We assume non-ideal reporting channels are and consist …

Spectrum sensing using a uniform uncalibrated linear antenna array for cognitive radios

Z Pourgharehkhan, A Taherpour… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
In this paper, we study the spectrum sensing problem when the sensing device is equipped
with an uncalibrated multiantenna array. We consider an unknown Toeplitz structure for the …

On covariance matrix based spectrum sensing over frequency-selective channels

M **, Q Guo, Y Li - IEEE Access, 2018 - ieeexplore.ieee.org
This paper concerns covariance matrix-based spectrum sensing over frequency-selective
channels. The impact of frequency-selective channels on the covariance matrix of received …

A universal multiple antenna test for spectrum sensing

A Taherpour, M Toghraei - IEEE Communications Letters, 2018 - ieeexplore.ieee.org
We propose a general multiple antennas' detector for spectrum sensing in cognitive radios
based on complex Rao test. In contrast with conventional spectrum sensing detectors, we do …

Performance of blind cooperative spectrum sensing under nonuniform signal and noise powers

L dos Santos Costa, RCDV Bomfin… - Journal of …, 2018 - jcis.emnuvens.com.br
This paper addresses the performance, the reporting channel traffic and the computational
complexity of two blind centralized cooperative spectrum sensing schemes under the effect …

Multiantenna-Cognitive-Radio-Based Blind Spectrum Sensing under Correlated Signals and Unequal Signal and Noise Powers

L dos Santos Costa, FSQQ Alves, RAA de Souza - Electronics, 2022 - mdpi.com
Adopting cognitive radios (CRs) having multiple antennas in blind non-cooperative and
cooperative spectrum sensing (CSS) under fading channels has gained attention due to …

Research on wireless spectrum sensing technology based on machine learning

H **ao, X Zhou, Y Tian - Security, Privacy, and Anonymity in Computation …, 2018 - Springer
In this paper, based on the spectrum sensing problem of the primary user signal in low SNR
environment, an improved random forest spectrum sensing algorithm is proposed by using …

Compressive local wideband spectrum sensing algorithm for multiantenna cognitive radios

E Astaiza, P Jojoa, H Bermúdez - 2016 8th IEEE Latin …, 2016 - ieeexplore.ieee.org
Nowadays, Cognitive Radio (CR) is projected as the technology that will maximize the
utilization of the spectrum resources in next generation wireless systems. Therefore, the …