Title :
Adaptive filter application in fetal electrocardiography
Author :
Zhou, Xueqiang ; Engler, Peter ; Coblentz, Malcolm G.
Author_Institution :
Adv. Med. Syst., Inc., Hamden, CT, USA
Abstract :
A hybrid adaptive algorithm for canceling the maternal electrocardiogram (MECG) component in abdominal fetal electrocardiography (FECG) is described. Three limb (1,2,3) lead ECG recordings and one abdominal ECG recording are taken from 6 pregnant women. The three limb ECG recordings are orthogonalized through the Gram-Schmidt procedure, and are input to a multichannel adaptive filter. After processing by the adaptive algorithm, these three orthogonal ECG recordings will be put together to simulate the MECG component in the abdominal FECG. The ideal output of the hybrid adaptive filter will be an MECG-component-free fetal ECG signal, which can provide valuable clinical data to the obstetrician
Keywords :
adaptive filters; electrocardiography; medical signal processing; adaptive algorithm; fetal electrocardiography; maternal electrocardiogram; obstetrician; orthogonal ECG recordings; Abdomen; Adaptive algorithm; Adaptive filters; Electrocardiography; Heart rate; Heart rate detection; Interference; Medical diagnostic imaging; Pregnancy; Signal processing algorithms;
Conference_Titel :
Computer-Based Medical Systems, 1992. Proceedings., Fifth Annual IEEE Symposium on
Conference_Location :
Durham, NC
Print_ISBN :
0-8186-2742-5
DOI :
10.1109/CBMS.1992.245033