An improved empirical AM/FM demodulation method
Zhijing Yang, Lihua Yang, Chunmei Qing, Daren Huang
Abstract
Zhijing Yang, Lihua Yang, Chunmei Qing, Daren Huang
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.
OpenAlex reports 3 citations for this work. Citation counts describe recorded attention and do not establish research quality.
A contribution statement is not available in the OpenAlex record.
Method details are not available in the OpenAlex metadata.
Findings are not separately available in the OpenAlex metadata.
Limitations are not available in the OpenAlex metadata.
Application details are not available in the OpenAlex metadata.
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