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Weak-Periodic Stochastic Resonance in a Parallel Array of Static Nonlinearities
This paper studies the output-input signal-to-noise ratio (SNR) gain of an uncoupled parallel array of static, yet arbitrary, nonlinear elements for transmitting a weak periodic signal in additive white noise. In the small-signal limit, an explicit expression for the SNR gain is derived. It serves t...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3594321/ https://www.ncbi.nlm.nih.gov/pubmed/23505523 http://dx.doi.org/10.1371/journal.pone.0058507 |
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author | Ma, Yumei Duan, Fabing Chapeau-Blondeau, François Abbott, Derek |
author_facet | Ma, Yumei Duan, Fabing Chapeau-Blondeau, François Abbott, Derek |
author_sort | Ma, Yumei |
collection | PubMed |
description | This paper studies the output-input signal-to-noise ratio (SNR) gain of an uncoupled parallel array of static, yet arbitrary, nonlinear elements for transmitting a weak periodic signal in additive white noise. In the small-signal limit, an explicit expression for the SNR gain is derived. It serves to prove that the SNR gain is always a monotonically increasing function of the array size for any given nonlinearity and noisy environment. It also determines the SNR gain maximized by the locally optimal nonlinearity as the upper bound of the SNR gain achieved by an array of static nonlinear elements. With locally optimal nonlinearity, it is demonstrated that stochastic resonance cannot occur, i.e. adding internal noise into the array never improves the SNR gain. However, in an array of suboptimal but easily implemented threshold nonlinearities, we show the feasibility of situations where stochastic resonance occurs, and also the possibility of the SNR gain exceeding unity for a wide range of input noise distributions. |
format | Online Article Text |
id | pubmed-3594321 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-35943212013-03-15 Weak-Periodic Stochastic Resonance in a Parallel Array of Static Nonlinearities Ma, Yumei Duan, Fabing Chapeau-Blondeau, François Abbott, Derek PLoS One Research Article This paper studies the output-input signal-to-noise ratio (SNR) gain of an uncoupled parallel array of static, yet arbitrary, nonlinear elements for transmitting a weak periodic signal in additive white noise. In the small-signal limit, an explicit expression for the SNR gain is derived. It serves to prove that the SNR gain is always a monotonically increasing function of the array size for any given nonlinearity and noisy environment. It also determines the SNR gain maximized by the locally optimal nonlinearity as the upper bound of the SNR gain achieved by an array of static nonlinear elements. With locally optimal nonlinearity, it is demonstrated that stochastic resonance cannot occur, i.e. adding internal noise into the array never improves the SNR gain. However, in an array of suboptimal but easily implemented threshold nonlinearities, we show the feasibility of situations where stochastic resonance occurs, and also the possibility of the SNR gain exceeding unity for a wide range of input noise distributions. Public Library of Science 2013-03-11 /pmc/articles/PMC3594321/ /pubmed/23505523 http://dx.doi.org/10.1371/journal.pone.0058507 Text en © 2013 Ma et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Ma, Yumei Duan, Fabing Chapeau-Blondeau, François Abbott, Derek Weak-Periodic Stochastic Resonance in a Parallel Array of Static Nonlinearities |
title | Weak-Periodic Stochastic Resonance in a Parallel Array of Static Nonlinearities |
title_full | Weak-Periodic Stochastic Resonance in a Parallel Array of Static Nonlinearities |
title_fullStr | Weak-Periodic Stochastic Resonance in a Parallel Array of Static Nonlinearities |
title_full_unstemmed | Weak-Periodic Stochastic Resonance in a Parallel Array of Static Nonlinearities |
title_short | Weak-Periodic Stochastic Resonance in a Parallel Array of Static Nonlinearities |
title_sort | weak-periodic stochastic resonance in a parallel array of static nonlinearities |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3594321/ https://www.ncbi.nlm.nih.gov/pubmed/23505523 http://dx.doi.org/10.1371/journal.pone.0058507 |
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