• DocumentCode
    831040
  • Title

    Stochastic resonance in locally optimal detectors

  • Author

    Zozor, Steeve ; Amblard, Pierre-Olivier

  • Author_Institution
    Lab. des Images et des Signaux, St. Martin d´´Heres, France
  • Volume
    51
  • Issue
    12
  • fYear
    2003
  • Firstpage
    3177
  • Lastpage
    3181
  • Abstract
    The aim of the paper is to show that the nonlinear effect known as stochastic resonance, which corresponds to the improvement of the processing of information by noise, occurs naturally in some detection problems. We illustrate this by studying the problem of detecting a small amplitude sinusoid in non-Gaussian noise. We show that in some cases, the nonlinearity that appears in locally optimal detectors can be viewed as a stochastic resonator. If the parameters of the locally optimal detector (LOD) are not well tuned, the performance can be improved by the addition of noise.
  • Keywords
    random noise; resonance; signal detection; stochastic processes; locally optimal detectors; nonGaussian noise; nonlinear effect; small amplitude sinusoid; stochastic resonance; Additive noise; Chemical elements; Detectors; Noise level; Nonlinear systems; Performance gain; Signal to noise ratio; Stochastic resonance; Strontium; Wideband;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/TSP.2003.818905
  • Filename
    1246523