2007Unpublished venueRequires access

An improved empirical AM/FM demodulation method

Zhijing Yang, Lihua Yang, Chunmei Qing, Daren Huang

Open publisher page 3 citations

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 will 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.

About this research paper

What this paper is about

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 will 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.

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Available 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 will 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.

Key concepts: Demodulation, Hilbert–Huang transform, Frequency modulation, Instantaneous phase, Hilbert transform, Amplitude modulation, Modulation (music), Computer science

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