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
Link To Document