Title :
Wavelet analysis of the gut myoelectrical activity relationship with mechanical activity
Author :
Perez-Paredes, S. ; Martinez-de-Juan, J.L. ; Saiz, J. ; Garcia-Casado, J. ; Ponce, J.L.
Author_Institution :
Departamento de Ingeniera Electr., Instituto Tecnologico de Queretaro, Mexico
Abstract :
The electroenterogram (EEnG) is the myoelectrical signal of the smooth muscle of the small bowel. This signal can be recorded through bipolar electrodes placed in the intestinal serosa. The objective of this study, is to determinate the relationship that exists between the electroenterogram and the pressure signal. Were taken 14 sessions of record of the myoelectrical signal. The pressure signal was recorded using a latex microballoon, implanted through surgery, in the same ring of the layer of circular muscle, in which the bipolar electrode was implanted. The signals were amplified and acquired simultaneously. The continuous wavelet transform was calculated (in its discrete model), using the Morlet´s wavelet. Eleven scales of frequency were chosen for the wavelet transform. The energy of the levels of frequency ν2-ν10 and the energy of the pressure signal reached high correlation coefficients (around 0.8). The greater means correlation coefficient (0.83) was obtained by levels ν8-ν9. Those levels correspond to the band of frequency 12.064-20.769 Hz. The levels ν8-ν9 contain the high frequency components, which correspond to spike burst. There aren´t significant differences among levels of frequency ν2-ν10. Therefore, the energy frequency levels ν2-ν10 can be used to represent intestinal motility indexes (IMIs).
Keywords :
biological organs; biomechanics; biomedical electrodes; electromyography; medical signal processing; wavelet transforms; 12.064 to 20.769 Hz; Morlet wavelet; bipolar electrodes; circular muscle; electroenterogram; energy frequency levels; gut myoelectrical activity relationship; high correlation coefficients; high frequency components; intestinal motility indexes; intestinal serosa; latex microballoon; mechanical activity; pressure signal; small bowel; smooth muscle; spike burst; wavelet analysis; Catheters; Continuous wavelet transforms; Discrete wavelet transforms; Dogs; Electrodes; Energy capture; Frequency; Signal analysis; Wavelet analysis; Wavelet transforms;
Conference_Titel :
Engineering in Medicine and Biology Society, 2003. Proceedings of the 25th Annual International Conference of the IEEE
Print_ISBN :
0-7803-7789-3
DOI :
10.1109/IEMBS.2003.1280450