DocumentCode
1590119
Title
Instantaneous frequency measurement based on EMD and TVAR
Author
Yun, Zhou ; Shiping, Li ; Peng, Luo ; Qiuping, Zhou
Author_Institution
Second Artillery Eng. Coll., Xi´´an, China
Volume
3
fYear
2011
Firstpage
303
Lastpage
306
Abstract
Instantaneous frequency (IF) is an important parameter in the study of non- stationary single, when instantaneous frequency is measured accurately, it has great application in electric power system single analyze, intelligent trouble diagnosis and so on. A new method for instantaneous frequency measurement which based on Empirical Mode Decomposition (EMD) and Time-Varying Auto- regressive Model (TVAR) is discussed in this article. It includes two parts. First, a signal is decomposed into a finite and often small number of basic components-Intrinsic Mode Function (IMF).Then, TVAR is calculated in any of the IMF signal. This new method can suppress the parts of the end effect which is caused by Hilbert transform. An example from simulation experiment is given to demonstrate its power. This new method can analyze complicated nonlinear and non-stationary signal.
Keywords
Hilbert transforms; frequency measurement; regression analysis; EMD; Hilbert transform; IF measurement; IMF signal; TVAR; electric power system; empirical mode decomposition; instantaneous frequency measurement; intelligent trouble diagnosis; intrinsic mode function; nonlinear signal; nonstationary signal; time-varying autoregressive model; Accuracy; Correlation; Frequency measurement; Instruments; Joints; Power measurement; Transforms; EMD; TVAR; instantaneous frequency measurement; non- stationary single;
fLanguage
English
Publisher
ieee
Conference_Titel
Electronic Measurement & Instruments (ICEMI), 2011 10th International Conference on
Conference_Location
Chengdu
Print_ISBN
978-1-4244-8158-3
Type
conf
DOI
10.1109/ICEMI.2011.6037911
Filename
6037911
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