DocumentCode :
3308080
Title :
Extraction of gastric slow waves from multichannel electrogastrograms using blind signal separation
Author :
Lin, Zhiyue ; Liang, Hualou ; McCallum, Richard W
Author_Institution :
Dept. of Med., Kansas Univ. Med. Center, Kansas City, KS, USA
Volume :
2
fYear :
1999
fDate :
36434
Abstract :
The electrogastrogram (EGG), a cutaneous measurement of gastric electrical activity, is a mixture of gastric slow waves and noise, which makes analysis of multichannel EGGs difficult. A novel blind signal separation method with a flexible non-linearity is introduced and applied to extract gastric slow waves from multichannel EGGs. The results from both simulations and real EGGs obtained from humans show that the proposed method is able to extract gastric slow waves from multichannel EGGs. As a result, cleaned multichannel EGGs can be recovered to facilitate the analysis
Keywords :
bioelectric potentials; digital simulation; medical signal processing; patient diagnosis; blind signal separation method; cleaned multichannel electrogastrograms; cutaneous measurement; gastric electrical activity; gastric slow waves; noise; simulations; Adaptive filters; Blind source separation; Cities and towns; Electric variables measurement; Humans; Interference; Noise measurement; Pollution measurement; Signal analysis; Signal processing algorithms;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
[Engineering in Medicine and Biology, 1999. 21st Annual Conference and the 1999 Annual Fall Meetring of the Biomedical Engineering Society] BMES/EMBS Conference, 1999. Proceedings of the First Joint
Conference_Location :
Atlanta, GA
ISSN :
1094-687X
Print_ISBN :
0-7803-5674-8
Type :
conf
DOI :
10.1109/IEMBS.1999.804181
Filename :
804181
Link To Document :
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