DocumentCode
469045
Title
An improved empirical AM/FM demodulation method
Author
Yang, Zhijing ; Yang, Lihua ; Qing, Chunmei ; Huang, Daren
Author_Institution
Sun Yat-sen Univ., Guangzhou
Volume
3
fYear
2007
fDate
2-4 Nov. 2007
Firstpage
1049
Lastpage
1053
Abstract
An empirical AM/FM (amplitude modulation and frequency modulation) demodulation for computing the instantaneous frequency of an intrinsic mode function produced by the empirical mode decomposition has been proposed by Huang and his coworkers. This method totally eschews the Hilbert transform and can compute the instantaneous frequency of an intrinsic mode function very accurately. However, this paper show that the empirical FM part extracted through the empirical AM/FM demodulation may contain riding waves and is no longer an intrinsic mode function. That will make the instantaneous frequency nonsensical. To overcome this drawback, an improved method called riding wave turnover-empirical AM/FM demodulation is proposed in this paper. Experiments show very favorable results.
Keywords
Hilbert transforms; amplitude modulation; demodulation; frequency modulation; Hilbert transform; amplitude modulation demodulation; empirical mode decomposition; frequency modulation demodulation; instantaneous frequency; intrinsic mode function; Demodulation; Empirical Mode Decomposition (EMD); Instantaneous Frequency (IF); Intrinsic Mode Function (IMF); empirical AM/FM demodulation; riding wave;
fLanguage
English
Publisher
ieee
Conference_Titel
Wavelet Analysis and Pattern Recognition, 2007. ICWAPR '07. International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4244-1065-1
Electronic_ISBN
978-1-4244-1066-8
Type
conf
DOI
10.1109/ICWAPR.2007.4421587
Filename
4421587
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