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Sub-Nyquist artefacts and sampling moiré effects

Sampling moiré effects are well known in signal processing. They occur when a continuous periodic signal g(x) is sampled using a sampling frequency f(s) that does not respect the Nyquist condition, and the signal-frequency f folds over and gives a new, false low frequency in the sampled signal. Howe...

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Autor principal: Amidror, Isaac
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society Publishing 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4448827/
https://www.ncbi.nlm.nih.gov/pubmed/26064621
http://dx.doi.org/10.1098/rsos.140550
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author Amidror, Isaac
author_facet Amidror, Isaac
author_sort Amidror, Isaac
collection PubMed
description Sampling moiré effects are well known in signal processing. They occur when a continuous periodic signal g(x) is sampled using a sampling frequency f(s) that does not respect the Nyquist condition, and the signal-frequency f folds over and gives a new, false low frequency in the sampled signal. However, some visible beating artefacts may also occur in the sampled signal when g(x) is sampled using a sampling frequency f(s) which fully respects the Nyquist condition. We call these phenomena sub-Nyquist artefacts. Although these beating effects have already been reported in the literature, their detailed mathematical behaviour is not widely known. In this paper, we study the behaviour of these phenomena and compare it with analogous results from the moiré theory. We show that both sampling moirés and sub-Nyquist artefacts obey the same basic mathematical rules, in spite of the differences between them. This leads us to a unified approach that explains all of these phenomena and puts them under the same roof. In particular, it turns out that all of these phenomena occur when the signal-frequency f and the sampling frequency f(s) satisfy f≈(m/n)f(s) with integer m, n, where m/n is a reduced integer ratio; cases with n=1 correspond to true sampling moiré effects.
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spelling pubmed-44488272015-06-10 Sub-Nyquist artefacts and sampling moiré effects Amidror, Isaac R Soc Open Sci Mathematics Sampling moiré effects are well known in signal processing. They occur when a continuous periodic signal g(x) is sampled using a sampling frequency f(s) that does not respect the Nyquist condition, and the signal-frequency f folds over and gives a new, false low frequency in the sampled signal. However, some visible beating artefacts may also occur in the sampled signal when g(x) is sampled using a sampling frequency f(s) which fully respects the Nyquist condition. We call these phenomena sub-Nyquist artefacts. Although these beating effects have already been reported in the literature, their detailed mathematical behaviour is not widely known. In this paper, we study the behaviour of these phenomena and compare it with analogous results from the moiré theory. We show that both sampling moirés and sub-Nyquist artefacts obey the same basic mathematical rules, in spite of the differences between them. This leads us to a unified approach that explains all of these phenomena and puts them under the same roof. In particular, it turns out that all of these phenomena occur when the signal-frequency f and the sampling frequency f(s) satisfy f≈(m/n)f(s) with integer m, n, where m/n is a reduced integer ratio; cases with n=1 correspond to true sampling moiré effects. The Royal Society Publishing 2015-03-18 /pmc/articles/PMC4448827/ /pubmed/26064621 http://dx.doi.org/10.1098/rsos.140550 Text en © 2015 The Authors. http://creativecommons.org/licenses/by/4.0/ Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/, which permits unrestricted use, provided the original author and source are credited.
spellingShingle Mathematics
Amidror, Isaac
Sub-Nyquist artefacts and sampling moiré effects
title Sub-Nyquist artefacts and sampling moiré effects
title_full Sub-Nyquist artefacts and sampling moiré effects
title_fullStr Sub-Nyquist artefacts and sampling moiré effects
title_full_unstemmed Sub-Nyquist artefacts and sampling moiré effects
title_short Sub-Nyquist artefacts and sampling moiré effects
title_sort sub-nyquist artefacts and sampling moiré effects
topic Mathematics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4448827/
https://www.ncbi.nlm.nih.gov/pubmed/26064621
http://dx.doi.org/10.1098/rsos.140550
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