Title :
The Research of Weak Fault Signal Detection Based on the Duffing Oscillator Coupled Synchronization
Author :
Li, Ning ; Le Li ; Yang, Dongsheng ; Zhao, Yan ; Yang, Yi
Author_Institution :
Sch. of Inf. Sci. & Eng., Northeastern Univ., Shenyang, China
Abstract :
This paper is concerned with the weak signal detection based on the Duffing chaotic model. To solve the problem of low SNR in traditional testing methods, a method of detecting weak signals based on the Duffing oscillator coupled synchronization is proposed. Through the chaos theory and simulations, the characteristics of the coupled Duffing oscillator, the SNR threshold of the weak signal detection methods based on the coupled Duffing oscillator and the advantages of the coupled synchronization method are analyzed. At last, the effectiveness of the proposed method is shown by a simulation example.
Keywords :
fault diagnosis; nonlinear control systems; nonlinear differential equations; oscillators; signal detection; synchronisation; Duffing chaotic model; SNR; chaos theory; coupled Duffing oscillator; fault signal detection; synchronization; Chaos; Noise; Noise measurement; Oscillators; Phase measurement; Synchronization; Trajectory; Chaos; Coupling synchronization; Duffing oscillator; The weak signal detection;
Conference_Titel :
Chaos-Fractals Theories and Applications (IWCFTA), 2011 Fourth International Workshop on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4577-1798-7
DOI :
10.1109/IWCFTA.2011.85