Title :
Multichannel adaptive enhancement of the electrogastrogram
Author :
Chen, Jiande ; Vandewalle, Joos ; Sansen, Willy ; Vantrappen, Gaston ; Janssens, Jozef
Author_Institution :
Dept. of Electr. Eng., Katholieke Univ. Leuven, Belgium
fDate :
3/1/1990 12:00:00 AM
Abstract :
The electrogastric signal can be measured cutaneously on the abdomen. This is harmless to patients and volunteers. However, the poor quality of the cutaneous measurements necessitates signal enhancements. Hence, an adaptive multichannel signal enhancing system is proposed. The mu -vector least-mean-square algorithm is applied to adjust the weights of the adaptive filters in the system. A detailed description and a performance analysis of the system is given. The proposed system allows the respiratory artifact, the electrode-skin noise, some motion artifacts, and the electrocardiography to be efficiently reduced whole the characteristics of the relevant signal are less affected.
Keywords :
bioelectric potentials; biomedical measurement; signal processing; signal processing equipment; adaptive filters; adaptive multichannel signal enhancing system; cutaneous measurements; electrocardiography; electrode-skin noise; electrogastric signal; electrogastrogram; motion artifacts; mu -vector least-mean-square algorithm; patients; performance analysis; respiratory artifact; volunteers; Abdomen; Adaptive filters; Band pass filters; Cutoff frequency; Electrocardiography; Electrodes; Electroencephalography; Extraterrestrial measurements; Information filtering; Joining processes; Adaptation, Physiological; Algorithms; Electrophysiology; Humans; Reference Values; Signal Processing, Computer-Assisted; Stomach;
Journal_Title :
Biomedical Engineering, IEEE Transactions on