Cargando…

Generalized Parameter-Adjusted Stochastic Resonance of Duffing Oscillator and Its Application to Weak-Signal Detection

A two-dimensional Duffing oscillator which can produce stochastic resonance (SR) is studied in this paper. We introduce its SR mechanism and present a generalized parameter-adjusted SR (GPASR) model of this oscillator for the necessity of parameter adjustments. The Kramers rate is chosen as the theo...

Descripción completa

Detalles Bibliográficos
Autores principales: Lai, Zhi-Hui, Leng, Yong-Gang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4610422/
https://www.ncbi.nlm.nih.gov/pubmed/26343671
http://dx.doi.org/10.3390/s150921327
_version_ 1782395933331292160
author Lai, Zhi-Hui
Leng, Yong-Gang
author_facet Lai, Zhi-Hui
Leng, Yong-Gang
author_sort Lai, Zhi-Hui
collection PubMed
description A two-dimensional Duffing oscillator which can produce stochastic resonance (SR) is studied in this paper. We introduce its SR mechanism and present a generalized parameter-adjusted SR (GPASR) model of this oscillator for the necessity of parameter adjustments. The Kramers rate is chosen as the theoretical basis to establish a judgmental function for judging the occurrence of SR in this model; and to analyze and summarize the parameter-adjusted rules under unmatched signal amplitude, frequency, and/or noise-intensity. Furthermore, we propose the weak-signal detection approach based on this GPASR model. Finally, we employ two practical examples to demonstrate the feasibility of the proposed approach in practical engineering application.
format Online
Article
Text
id pubmed-4610422
institution National Center for Biotechnology Information
language English
publishDate 2015
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-46104222015-10-26 Generalized Parameter-Adjusted Stochastic Resonance of Duffing Oscillator and Its Application to Weak-Signal Detection Lai, Zhi-Hui Leng, Yong-Gang Sensors (Basel) Article A two-dimensional Duffing oscillator which can produce stochastic resonance (SR) is studied in this paper. We introduce its SR mechanism and present a generalized parameter-adjusted SR (GPASR) model of this oscillator for the necessity of parameter adjustments. The Kramers rate is chosen as the theoretical basis to establish a judgmental function for judging the occurrence of SR in this model; and to analyze and summarize the parameter-adjusted rules under unmatched signal amplitude, frequency, and/or noise-intensity. Furthermore, we propose the weak-signal detection approach based on this GPASR model. Finally, we employ two practical examples to demonstrate the feasibility of the proposed approach in practical engineering application. MDPI 2015-08-28 /pmc/articles/PMC4610422/ /pubmed/26343671 http://dx.doi.org/10.3390/s150921327 Text en © 2015 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Lai, Zhi-Hui
Leng, Yong-Gang
Generalized Parameter-Adjusted Stochastic Resonance of Duffing Oscillator and Its Application to Weak-Signal Detection
title Generalized Parameter-Adjusted Stochastic Resonance of Duffing Oscillator and Its Application to Weak-Signal Detection
title_full Generalized Parameter-Adjusted Stochastic Resonance of Duffing Oscillator and Its Application to Weak-Signal Detection
title_fullStr Generalized Parameter-Adjusted Stochastic Resonance of Duffing Oscillator and Its Application to Weak-Signal Detection
title_full_unstemmed Generalized Parameter-Adjusted Stochastic Resonance of Duffing Oscillator and Its Application to Weak-Signal Detection
title_short Generalized Parameter-Adjusted Stochastic Resonance of Duffing Oscillator and Its Application to Weak-Signal Detection
title_sort generalized parameter-adjusted stochastic resonance of duffing oscillator and its application to weak-signal detection
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4610422/
https://www.ncbi.nlm.nih.gov/pubmed/26343671
http://dx.doi.org/10.3390/s150921327
work_keys_str_mv AT laizhihui generalizedparameteradjustedstochasticresonanceofduffingoscillatoranditsapplicationtoweaksignaldetection
AT lengyonggang generalizedparameteradjustedstochasticresonanceofduffingoscillatoranditsapplicationtoweaksignaldetection