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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...

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Detalles Bibliográficos
Autores principales: Ma, Yumei, Duan, Fabing, Chapeau-Blondeau, François, Abbott, Derek
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2013
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.
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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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