DocumentCode
473695
Title
A new mother wavelet for fetal electrocardiography, to achieve optimal denoising and compressing results
Author
Almagro, S. ; Elena, MM ; Bastiaans, MJ ; Quero, JM
Author_Institution
Eindhoven Univ. of Technol., Eindhoven
fYear
2006
fDate
17-20 Sept. 2006
Firstpage
157
Lastpage
160
Abstract
A real- time, denoise, and compress algorithm based on the wavelet transform (WT) for abdominal electrocardiograms (AECG) signals is designed. In this study an algorithm is designed which achieves an AECG with minimal noise and high compression rate (66.7%) while keeping the AECG quality at a clinically acceptable level. This is done at the first stage before extracting the fetal electrocardiogram (FECG) from the AECG. A new mother wavelet (MW) is especially designed for AECG analysis. No complex low- and high- pass reconstruction and decomposition filters, with (bi)- orthogonal properties, are needed as is traditionally the case. The algorithm can also be used to design a MW for other purposes. The algorithm is evaluated by AECG data from the Database for the Identification of Systems (DalSy) showing low MSE (Lt1.2%), RMS (Lt0.016 muVolt), and excellent visual similarity between the original and the reconstructed AECG.
Keywords
electrocardiography; wavelet transforms; abdominal electrocardiograms; compress algorithm; decomposition filters; fetal electrocardiography; mother wavelet; optimal denoising; wavelet transform; Abdomen; Algorithm design and analysis; Electrocardiography; Filters; Noise level; Noise reduction; Signal design; Visual databases; Wavelet analysis; Wavelet transforms;
fLanguage
English
Publisher
ieee
Conference_Titel
Computers in Cardiology, 2006
Conference_Location
Valencia
Print_ISBN
978-1-4244-2532-7
Type
conf
Filename
4511812
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