DocumentCode :
3497043
Title :
A Study on Additional-signal-enhanced Stochastic Resonance in Detecting Weak Signals
Author :
Chen, Mei ; Hu, N.Q. ; Qin, G.J. ; Yang, Y.M.
Author_Institution :
Nat. Univ. of Defense Technol., Changsha
fYear :
2008
fDate :
6-8 April 2008
Firstpage :
1636
Lastpage :
1640
Abstract :
Noise can improve the signal-to-noise ratio of many nonlinear dynamical systems. This "stochastic resonance" (SR) effect occurs in a wide range of physical systems and biological systems, and also occurs in engineering systems in signal processing, communications, and control. Based on the theory of SR for detecting weak signals, a novel approach of detecting weak periodic signal using additional-signal-enhanced SR(ASESR) is presented. This method is analyzed by simulated signal. Through a kind of normalized scale transform, the frequency restriction condition of the signal to be detected is eliminated. The model is applied to detect the weak frequency component signals characterizing the inception of rub-impact fault of rotor system. The result shows that this method is simple and feasible. The weak sinusoid signal of low signal-to-noise ratio can be extracted from heavy noise. The detecting approach indicates a promising prospect for engineering signal detection.
Keywords :
nonlinear dynamical systems; signal detection; signal processing; transforms; additional-signal-enhanced stochastic resonance; frequency restriction condition; nonlinear dynamical systems; normalized scale transform; signal-to-noise ratio; weak frequency component signals; Biological systems; Biomedical signal processing; Frequency; Nonlinear dynamical systems; Process control; Signal detection; Signal to noise ratio; Stochastic resonance; Strontium; Systems engineering and theory; mechanical fault diagnosis; rotor rub-impact; signal processing; stochastic resonance; weak signal detection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Networking, Sensing and Control, 2008. ICNSC 2008. IEEE International Conference on
Conference_Location :
Sanya
Print_ISBN :
978-1-4244-1685-1
Electronic_ISBN :
978-1-4244-1686-8
Type :
conf
DOI :
10.1109/ICNSC.2008.4525483
Filename :
4525483
Link To Document :
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