An improved empirical AM/FM demodulation method

Yang, Zhijing and Yang, Lihua and Qing, Chunmei and Hung, Daren (2007) An improved empirical AM/FM demodulation method. In: Wavelet Analysis and Pattern Recognition, 2007, 2-4 November 2007, Beijing.

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Official URL: http://dx.doi.org/10.1109/ICWAPR.2007.4421587

Abstract

Recently, 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.

Item Type:Conference or Workshop Item (Presentation)
Additional Information:Recently, 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:Empirical Mode Decomposition (EMD), Intrinsic Mode Function (IMF), Instantaneous Frequency (IF), empirical AM/FM demodulation, riding wave
Subjects:G Mathematical and Computer Sciences > G130 Mathematical Methods
Divisions:College of Science > School of Engineering
ID Code:4013
Deposited By:INVALID USER
Deposited On:13 Feb 2011 18:58
Last Modified:13 Mar 2013 08:55

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