Enhancement of detectability of noisy signals by stochastic resonance in arrays

Zonghua Liu, Ying-Cheng Lai, A Nachman

Research output: Contribution to journalArticle

13 Citations (Scopus)

Abstract

We propose a scheme to detect signals immersed in strong, externally imposed, undesirable noise (jamming) by making use of the principle of stochastic resonance. The strategy is to construct an array of simple nonlinear oscillators and to apply independent, modulating noise to each oscillator. We show that the collective effect of all oscillators and the interplay between nonlinearity and different noise sources can enhance the detectability of the original signal. For proof of principle we focus on periodic signals mixed with in-band, Gaussian jamming. In particular, we show by both extensive numerical computations and physical arguments that measures of the detectability such as the signal-to-noise ratio can be increased in our scheme. We suggest how the scheme can be implemented in laboratory experiments.

Original languageEnglish
Pages (from-to)1655-1670
Number of pages16
JournalInternational Journal of Bifurcation and Chaos
Volume14
Issue number5
DOIs
Publication statusPublished - May 2004

Keywords

  • stochastic resonance
  • noise reduction
  • nonlinear oscillators
  • bistable systems
  • internal noise
  • models
  • driven
  • information
  • oscillators
  • ensembles
  • mechanism
  • elements

Cite this

Enhancement of detectability of noisy signals by stochastic resonance in arrays. / Liu, Zonghua; Lai, Ying-Cheng; Nachman, A .

In: International Journal of Bifurcation and Chaos, Vol. 14, No. 5, 05.2004, p. 1655-1670.

Research output: Contribution to journalArticle

Liu, Zonghua ; Lai, Ying-Cheng ; Nachman, A . / Enhancement of detectability of noisy signals by stochastic resonance in arrays. In: International Journal of Bifurcation and Chaos. 2004 ; Vol. 14, No. 5. pp. 1655-1670.
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