Estimation of Efficiency of Amplitude Suppression of non-Gaussian Pulse Noise

Methods of constructing models of two-dimensional probability distributions are considered. The conditions of absence of real models singularity are determined. It is shown that the method of obtaining one-dimensional models of non-Gaussian noise cannot be used for its multidimensional models. The use of the method of obtaining multidimensional models of non-Gaussian noise as a result of filtering a Poisson flow of pulses is justified. The simulation results of two-dimensional non-Gaussian probability distribution densities at different correlation coefficients are presented. The potential gain of processing when the dependence between the counts of atmospheric radio noise is taken into account in relation to the method of their amplitude suppression is estimated. It is shown that the fluctuation component of the atmospheric radio noise field under certain conditions behaves similarly to Gaussian noise. It is shown that there is a significant increase in the degree of suppression of the impulse component of atmospheric radio noise during suppression taking into account the dependence of adjacent noise samples. The potential efficiency of suppression of non-Gaussian impulse noise is determined.

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Published
2025-03-26
DOI
https://doi.org/10.1109/dspa64310.2025.10977876
Primary Topic
Spectroscopy and Chemometric Analyses
Type
article
Field-Weighted Citation Impact
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article

Estimation of Efficiency of Amplitude Suppression of non-Gaussian Pulse Noise

В. И. Воловач, Vladimir Mikhaylovich Artyushenko
Spectroscopy and Chemometric Analyses
article

Estimation of Efficiency of Amplitude Suppression of non-Gaussian Pulse Noise

В. И. Воловач, Vladimir Mikhaylovich Artyushenko
article en

Abstract

Methods of constructing models of two-dimensional probability distributions are considered. The conditions of absence of real models singularity are determined. It is shown that the method of obtaining one-dimensional models of non-Gaussian noise cannot be used for its multidimensional models. The use of the method of obtaining multidimensional models of non-Gaussian noise as a result of filtering a Poisson flow of pulses is justified. The simulation results of two-dimensional non-Gaussian probability distribution densities at different correlation coefficients are presented. The potential gain of processing when the dependence between the counts of atmospheric radio noise is taken into account in relation to the method of their amplitude suppression is estimated. It is shown that the fluctuation component of the atmospheric radio noise field under certain conditions behaves similarly to Gaussian noise. It is shown that there is a significant increase in the degree of suppression of the impulse component of atmospheric radio noise during suppression taking into account the dependence of adjacent noise samples. The potential efficiency of suppression of non-Gaussian impulse noise is determined.

University of Technology (RU), Volga Region State University of Service (RU)
Russian Science Foundation
Affordable and clean energy
Openalex Percentile: Top 89%
Spectroscopy and Chemometric Analyses
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Estimation of Efficiency of Amplitude Suppression of non-Gaussian Pulse Noise — В. И. Воловач, Vladimir Mikhaylovich Artyushenko · (2025) | TGRS Research Map | TGRS