DocumentCode
1833792
Title
A novel variable-filter band discrete wavelet transform and its application on fetal electrocardiogram
Author
Zhong Zhang ; Otaki, Jin ; Toda, Hiroaki ; Imamura, Takashi ; Miyake, Tetsuo
Author_Institution
Dept. of Mech. Eng., Toyohashi Univ. of Technol., Toyohashi, Japan
fYear
2013
fDate
11-14 Aug. 2013
Firstpage
198
Lastpage
203
Abstract
It is well known that a mother wavelet for the discrete wavelet transform (DWT) has the band-pass filter characteristic with octave width in the frequency domain and can be used for octave analysis. However, it is possible that the octave analysis is not necessarily the most suitable to match the analysis signal. In this study, a novel variable-filter band discrete wavelet transform (VFB-DWT) is proposed. It is achieved by using variable-band filters instead of conventional decomposition and reconstruction sequences, which are designed in consideration of the real signal characteristics. Furthermore, the VFB-DWT is applied to the fetal electrocardiogram de-noising and good performance has ben obtained.
Keywords
band-pass filters; discrete wavelet transforms; electrocardiography; frequency-domain analysis; medical signal processing; signal denoising; VFB-DWT; band-pass filter characteristic; fetal electrocardiogram denoising; frequency domain; mother wavelet; octave analysis; octave width; real signal characteristics; variable-filter band discrete wavelet transform; Abstracts; Discrete wavelet transforms; Unsteady signal; abnormal signal detection; denoising; fetal electrocardiogram; suitable basis;
fLanguage
English
Publisher
ieee
Conference_Titel
Digital Signal Processing and Signal Processing Education Meeting (DSP/SPE), 2013 IEEE
Conference_Location
Napa, CA
Print_ISBN
978-1-4799-1614-6
Type
conf
DOI
10.1109/DSP-SPE.2013.6642590
Filename
6642590
Link To Document