Performance of Detectors for Cooperative Spectrum Sensing Under Laplacian Noise

Authors

DOI:

https://doi.org/10.14209/jcis.2024.1

Keywords:

Cognitive radio, cooperative spectrum sensing, dynamic spectrum access, impulsive noise, Laplacian noise.

Abstract

Electronic systems in general can be impaired by
impulsive noise generated by a variety of sources. Spectrum
sensors are of particular interest herein, since their probabilities
of detection and false alarm can be severely degraded under this
impairment. Several models for impulsive noise have been studied
in the literature, all of them having the common characteristic
of being well represented by heavy-tailed probability density
functions, like Laplace and some Stable distributions. This
article addresses the performances of state-of-the-art detectors
for cooperative spectrum sensing when the received signal is
impaired by Laplacian noise. This is made by means of estimating
the probability of detection for a fixed false alarm rate, when
important system parameters are varied. It is demonstrated
that the robustness against impulsive noise varies significantly
depending on the adopted detection strategy.

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Author Biographies

Luiz Gustavo Barros Guedes, National Institute of Telecommunications, Inatel

Luiz Gustavo Barros Guedes received the BSc
(2019) and the MSc (2023) degrees in Telecommunications Engineering from the National Institute of
Telecommunications (Inatel), Brazil. He is working
towards the PhD degree and works as a Researcher at
Inatel. His research interests are digital transmission,
signal processing, mobile communications, dynamic
spectrum access, probability and statistics.

Dayan Adionel Guimarães, National Institute of Telecommunications, Inatel

Dayan Adionel Guimarães ˜ received the MSc
(1998) and the PhD (2003) degrees in Electrical
Engineering from the State University of Campinas
(Unicamp), Brazil. He is a Researcher and Senior
Lecturer with the National Institute of Telecommunications (Inatel), Brazil. His research interests
are the general aspects of wireless communications,
specifically, radio propagation, digital transmission,
dynamic spectrum access and signal processing applied to telecommunications.

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Published

2024-01-12

How to Cite

Guedes, L. G. B., & Adionel Guimarães, D. (2024). Performance of Detectors for Cooperative Spectrum Sensing Under Laplacian Noise. Journal of Communication and Information Systems, 39(1), 1–12. https://doi.org/10.14209/jcis.2024.1
Received 2023-10-31
Accepted 2024-01-02
Published 2024-01-12