DocumentCode :
2946955
Title :
Enhancement of laplacian EEnG from humans by means of an EMD-based method
Author :
Garcia-Casado, J. ; Ye-Lin, Y. ; Prats-Boluda, G. ; Guimera, J. ; Alberola, J.
Author_Institution :
I3BH, Grupo de Biolectron., Univ. Politec. de Valencia, Valencia, Spain
fYear :
2010
fDate :
Aug. 31 2010-Sept. 4 2010
Firstpage :
943
Lastpage :
946
Abstract :
Non-invasive recordings of intestinal myoelectrical activity (Electroenterogram, EEnG) are affected by very-low-frequency (VLF) interferences, respiration, ECG and movement artifacts. In order to identify the intestinal pacemaker activity (slow wave), VLF interferences and respiration should be removed from abdominal surface recordings. In this paper a method based on empirical mode decomposition is proposed to identify and cancel such interferences and to enhance external recordings of human EEnG. The study was carried out on 10 recording sessions in which it was acquired 3 surface EEnG signals by means of active Laplacian electrodes, together with respiratory and ECG signals. The application of the proposed method permits to increase the signal-to-interference ratio of EEnG signals from -7.9±3.3 dB to 6.1±2.7 dB. In addition, the method helps to identify the intestinal pacemaker activity from surface EEnG recordings: the dominant frequency of processed signals is 8.6±1.7 cpm which fits the frequency of the intestinal slow wave in the jejunum, whereas the dominant frequency of original signals was 1.6±1.1 cpm which is associated to VLF interferences.
Keywords :
biomedical electrodes; deconvolution; electrocardiography; electromyography; medical signal processing; pneumodynamics; signal denoising; ECG artifacts; ECG signals; EMD based method; Laplacian EEnG enhancement; abdominal surface recordings; active Laplacian electrodes; electroenterogram; empirical mode decomposition; intestinal myoelectrical activity; intestinal pacemaker activity; intestinal slow wave; jejunum; movement artifacts; noninvasive recordings; respiration artifacts; respiratory signals; signal-interference ratio; very low frequency interference artifacts; Humans; Interference; Laplace equations; Pacemakers; Surface impedance; Surface morphology; Surface treatment; Algorithms; Diagnosis, Computer-Assisted; Electromyography; Humans; Reproducibility of Results; Sensitivity and Specificity;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Conference_Location :
Buenos Aires
ISSN :
1557-170X
Print_ISBN :
978-1-4244-4123-5
Type :
conf
DOI :
10.1109/IEMBS.2010.5627555
Filename :
5627555
Link To Document :
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