4.7 Article

On the statistical distribution of the maxima of sine on random process

Journal

MECHANICAL SYSTEMS AND SIGNAL PROCESSING
Volume 158, Issue -, Pages -

Publisher

ACADEMIC PRESS LTD- ELSEVIER SCIENCE LTD
DOI: 10.1016/j.ymssp.2021.107726

Keywords

Sine on random; Probability density function; Sine wave; Random noise; Rician distribution; Spectral methods; Structural dynamics

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This study focuses on the statistics of maxima for a sine wave superimposed to a Gaussian noise, particularly the maxima probability density function. The analysis shows that the Rician Distribution is a valid solution only when the sine frequency is very close to that of random noise, but in practical applications, the case where the sine wave frequency is before or after the random noise also needs to be considered.
This study addresses the issue of statistics of maxima for a sine wave superimposed to a Gaussian noise, with particular focus on the maxima probability density function. Starting from the analysis of the well-known Rician Distribution, and of the hypotheses under which it was obtained, it is observed that this represents a valid solution only when the sine frequency is very close to that of random. However there are application of interest, especially in structural dynamics, where sine waves are, in the sense of frequency, before or after the random noise. For this reason the solution for the two cases mentioned above was calculated in terms of Probability Density Function, moving the very first step for application of spectral methods for structural analysis in case of Sine on Random excitation.& nbsp; (c) 2021 Elsevier Ltd. All rights reserved.

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