TY - JOUR
T1 - Fast-varying AM-FM components extraction based on an adaptive STFT
AU - Xie, Hang
AU - Lin, Jing
AU - Lei, Yaguo
AU - Liao, Yuhe
PY - 2012/7
Y1 - 2012/7
N2 - A new method is proposed in this article for fast-varying AM-FM components extraction. There are two prominent characteristics in this method. Firstly, a new evaluation method for the instantaneous bandwidth is established, which is based on the instantaneous slope of the time-frequency curve with respect to the AM-FM component. Secondly, a new adaptive STFT algorithm is established, which adjusts the window width by adapting to the instantaneous bandwidth at each frequency position. In order to extract multiple AM-FM components from a signal, the width of the reconstruction area is required to be determined efficiently to avoid the interference caused by adjacent components. Simulations are given in the end, which show that the proposed method has good performance for fast-varying AM-FM components extraction from noisy signals.
AB - A new method is proposed in this article for fast-varying AM-FM components extraction. There are two prominent characteristics in this method. Firstly, a new evaluation method for the instantaneous bandwidth is established, which is based on the instantaneous slope of the time-frequency curve with respect to the AM-FM component. Secondly, a new adaptive STFT algorithm is established, which adjusts the window width by adapting to the instantaneous bandwidth at each frequency position. In order to extract multiple AM-FM components from a signal, the width of the reconstruction area is required to be determined efficiently to avoid the interference caused by adjacent components. Simulations are given in the end, which show that the proposed method has good performance for fast-varying AM-FM components extraction from noisy signals.
KW - Adaptive STFT
KW - Instantaneous frequency
KW - Ridge reconstruction
KW - Time-varying signal
UR - https://www.scopus.com/pages/publications/84862780176
U2 - 10.1016/j.dsp.2012.02.007
DO - 10.1016/j.dsp.2012.02.007
M3 - 文章
AN - SCOPUS:84862780176
SN - 1051-2004
VL - 22
SP - 664
EP - 670
JO - Digital Signal Processing: A Review Journal
JF - Digital Signal Processing: A Review Journal
IS - 4
ER -