Please use this identifier to cite or link to this item:
https://hdl.handle.net/2440/70892
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Type: | Journal article |
Title: | Fisher-information condition for enhanced signal detection via stochastic resonance |
Author: | Duan, F. Chapeau-Blondeau, F. Abbott, D. |
Citation: | Physical Review E: Statistical, Nonlinear, and Soft Matter Physics, 2011; 84(5):1-5 |
Publisher: | American Physical Soc |
Issue Date: | 2011 |
ISSN: | 1539-3755 1550-2376 |
Statement of Responsibility: | Fabing Duan, François Chapeau-Blondeau, Derek Abbott |
Abstract: | Various situations where a signal is enhanced by noise through stochastic resonance are now known. This paper contributes to determining general conditions under which improvement by noise can be a priori decided as feasible or not. We focus on the detection of a known signal in additive white noise. Under the assumptions of a weak signal and a sufficiently large sample size, it is proved, with an inequality based on the Fisher information, that improvement by adding noise is never possible, generically, in these conditions. However, under less restrictive conditions, an example of signal detection is shown with favorable action of adding noise. |
Keywords: | Stochastic Processes Sample Size Nonlinear Dynamics |
Rights: | ©2011 American Physical Society |
DOI: | 10.1103/PhysRevE.84.051107 |
Grant ID: | ARC |
Published version: | http://dx.doi.org/10.1103/physreve.84.051107 |
Appears in Collections: | Aurora harvest Electrical and Electronic Engineering publications |
Files in This Item:
File | Description | Size | Format | |
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hdl_70892.pdf | Published version | 170.76 kB | Adobe PDF | View/Open |
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