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 :
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