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...
Autores principales: | , |
---|---|
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 |