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 :
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