DocumentCode :
2701976
Title :
Comparison of digital filters with wavelet multiresolution filter for electrogastrogram
Author :
Ryu, C.Y. ; Nam, K.C. ; Kim, S.C. ; Kim, D.W.
Author_Institution :
Graduate Program in Biomed. Eng., Yonsei Univ., Seoul, South Korea
Volume :
1
fYear :
2002
fDate :
2002
Firstpage :
137
Abstract :
Electrogastrography (EGG) signals have a very low frequency range (0.0083∼0.15 Hz) and extremely low amplitude (10∼100 μV). Consequently, the EGG signal is easily influenced by noises. Both finite impulse response (FIR) and infinite impulse response (IIR) filters need high order filtering or have phase distortions for passing the very narrow bandwidth of the EGG signals. In this study, we decomposed EGG signals using a wavelet multiresolution method using the Daubechies mother wavelet. The EGG signals were decomposed to seven levels. We reconstructed the signal by summing the decomposed signals from level four to seven. To evaluate the performance of the wavelet multiresolution filter (WMF), we used three indices; signal to noise ratio (SNR) and reconstruction squared error (RSE). The WMF performed better in the SNR and RSE than two kinds of FIR and four kinds of IIR filters.
Keywords :
bioelectric potentials; biological organs; digital filters; medical signal processing; signal reconstruction; wavelet transforms; 0.0083 to 0.15 Hz; 10 to 100 muV; Daubechies mother wavelet; decomposed signals summing; electrodiagnostics; electrogastrogram signals; finite impulse response; high order filtering; infinite impulse response; phase distortions; reconstruction squared error; signal decomposition; signal to noise ratio; stomach electrical activity; wavelet multiresolution filter; Band pass filters; Digital filters; Filtering; Finite impulse response filter; Frequency; IIR filters; Low-frequency noise; Phase distortion; Signal resolution; Signal to noise ratio;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology, 2002. 24th Annual Conference and the Annual Fall Meeting of the Biomedical Engineering Society EMBS/BMES Conference, 2002. Proceedings of the Second Joint
ISSN :
1094-687X
Print_ISBN :
0-7803-7612-9
Type :
conf
DOI :
10.1109/IEMBS.2002.1134424
Filename :
1134424
Link To Document :
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