Title :
Separating the components of amplitude modulated non-stationary signal based on Hilbert transform
Author :
Yiding Hu ; Weixin Ren
Author_Institution :
Sch. of Inf. Eng., WuYi Univ., Jiangmen, China
Abstract :
A method based on Hilbert Transform is presented to separate components or to extract the envelope from the non-stationary amplitude modulated signals in the product model where the non-stationary signal is the product of the non-stationary slowly-varying component and stationary fast component. Numerical examples are given to illustrate the efficiency of the presented method. It is demonstrated that the stationary part can be successfully separated from the non-stationary amplitude modulated signals in the product model.
Keywords :
Hilbert transforms; amplitude modulation; feature extraction; source separation; Hilbert transform; nonstationary amplitude modulated signals; nonstationary slowly-varying component; product model; stationary fast component; Additives; Cutoff frequency; Harmonic analysis; Mathematical model; Numerical models; Spectrogram; Transforms; Hilbert Transform; amplitude modulation; envelope extraction; stationary and non-stationary components separation;
Conference_Titel :
Information Science and Technology (ICIST), 2014 4th IEEE International Conference on
Conference_Location :
Shenzhen
DOI :
10.1109/ICIST.2014.6920595