Research on Extracting Cyclostionary Statistics of Amplitude-Modulated Signals Based on Cumulant

Article Preview

Abstract:

Regarding the cyclostationary of of amplitude-modulated signals, a method for extracting cyclostionary statistics of amplitude-modulated signals based on Cumulant is proposed. An index, energy ratio coefficient is defined to assess signals modulated degree. Theoretical data and Simulation data are analyzed, and it is found that the energy ratio coefficient increases with the increasing modulated degree.

You might also be interested in these eBooks

Info:

Periodical:

Pages:

1202-1212

Citation:

Online since:

October 2011

Export:

Price:

Permissions CCC:

Permissions PLS:

Сopyright:

© 2012 Trans Tech Publications Ltd. All Rights Reserved

Share:

Citation:

[1] Yang J W. Research on the Analysis Method of Cyclostationary Fault Signal of Machinery[D]. Nanjing: Southeast University. (2006).

Google Scholar

[2] Jiang Ming, Chen Jin, Qin Kai, Wang Weijun. Study on Vibration Signal for Rotating Machinery Based on First-Order Cyclic Moment Analysis. Journal of Vibration Engineering. 2001,12,Vol. 14(4):424~428.

Google Scholar

[3] T.S. Qiu X.X. Zhang X.B. Li,Y.M. Sun. Statistical Signal Processing-Non-gaussian Signal Processing and Application. Publishing House of Electronics Industry. (2004).

Google Scholar

[4] F.C. Zhou. Research on the Fault Diagnosis Method of Rolling Element Bearing Based on Cyclostationary Signal Processing[D]. Shanghai: Shanghai Jiaotong University. (2006).

Google Scholar

[5] Li L, Liao X H, Zhang Y. Degree of Cyclostationarity for Machine Condition Classification. Journal of Mechanical Transmission. Vol. 29(3),2005,3:21~23.

Google Scholar

[6] Yang L X , Jia M P , Xu F Y , Zhong B G. Rotary Machine Faults Diagnosis Using the Degree of Cyclostation. Journal of Southeast University (Natural Science Edition). Vol. 33(4),2003,7:438~441.

Google Scholar

[7] Ding K, Kong Z G, Li W H. Principle and Method of Cyclostationary Analysis for Demodulating Frequency Modulated Vibration Signal. Journal of Vibration and Shock. 2006,25(1):5~9.

Google Scholar

[8] DING K, KONG Z G, HE Z D. The Principle and Application of Cyclostationary Analysis for Demodulation of Amplitude Modulated Signals. Journal of Vibration Engineering. 2005,18(3):304~308.

Google Scholar

[9] D.W. Jin. Cyclostationary Theory with Applications in Gearbox Fault Diagnosis[D]. Nanjing: Southeast University. (2006).

Google Scholar

[10] Shen F L , Ye Z F , Qian Y M. Statistical Analysis and Processing of signal . Hefei : University of Science and Technology of China Press , (2001).

Google Scholar