DocumentCode
557843
Title
Vector Hilbert-Huang Transform signal processing based on scale filtering method
Author
Zheng, Zhu
Author_Institution
Coll. of Sci., Harbin Eng. Univ., Harbin, China
Volume
4
fYear
2011
fDate
15-17 Oct. 2011
Firstpage
2229
Lastpage
2232
Abstract
Hilbert-Huang Transform (HHT) is a kind of signal analysis method suitable for non-stationary signal, and the combination of HHT and vector signal processing is called vector HHT, by which the instantaneous azimuth of the target can be estimated. In vector HHT signal processing method, the existence of intermittent signal and noise leads to mode mixing in the results of empirical mode decomposition (EMD). Mode mixing influences exact extraction of vibration mode, which causes that the signal which should be in the same order of intrinsic mode function (IMF) distributes in different IMFs. In vector HHT signal processing method, the two vibration speed components need to be multiplied by sound pressure respectively, so mode mixing will lead to great error in the estimation of azimuth of the target. To overcome the influence of mode mixing on vector HHT, this paper proposes a kind of vector HHT signal processing method based on scale filtering. The new method can effectively eliminate mode mixing resulting from intermittent signal and noise, and exact decomposition results can be achieved. The improved vector HHT method is used in processing acoustic vector signal, and the data obtained from a certain sea experiment in Dalian city is analyzed by the new method. The waterfall plot accurately shows the azimuth of the target ship, which proves the validity of the method.
Keywords
Hilbert transforms; filtering theory; signal processing; vectors; EMD; Hilbert-Huang transform; IMF; acoustic vector signal; empirical mode decomposition; intrinsic mode function; nonstationary signal; scale filtering; signal analysis method; sound pressure; vector HHT signal processing; vibration mode; vibration speed component; Azimuth; Filtering; Noise; Transforms; Vectors; Vibrations; HHT; scale filtering; vector HHT; vector signal processing; waterfall plot;
fLanguage
English
Publisher
ieee
Conference_Titel
Image and Signal Processing (CISP), 2011 4th International Congress on
Conference_Location
Shanghai
Print_ISBN
978-1-4244-9304-3
Type
conf
DOI
10.1109/CISP.2011.6100592
Filename
6100592
Link To Document