Title :
Extracting Fetal ECG Using Least Square Algorithm to Corresponding Points in Phase Space Constructed by Multi-Channel Signals
Author :
Shao, Yi ; Lijuanshi ; Zhan, Qingbo ; Zheng, Wei ; Chen, Ying ; Liu, Hongxing ; Guan, Qun
Author_Institution :
Sch. of Electron. Sci. & Eng., Nanjing Univ., Nanjing, China
Abstract :
This paper proposes a new method to extract fetal ECG from multi-channel signals. The fetal ECG is extracted in phase space, which is constructed by a pregnant woman´s multiple thoracic and abdominal ECG signals. Based on corresponding points in phase space, we adopt least square algorithm to estimate the maternal components of the abdominal signals and extract the fetal signals by subtracting the estimated maternal signals from the abdominal signals. Compared with traditional separation method based on information fusion of multi-channel signals, such as Independent Component Analysis (ICA), this method could be realized more easily and effectively.
Keywords :
electrocardiography; least squares approximations; medical signal detection; abdominal ECG signal; fetal ECG; fetal signal extraction; independent component analysis; information fusion; least square algorithm; maternal component; maternal signal; multichannel signal; phase space; pregnant woman; separation method; Adaptive filters; Electrocardiography; Equations; Fitting; Least squares approximation; Mathematical model; Signal processing algorithms; Adaptive Filtering; Fetal Electro-cardiogram; Least Square Fitting; Multi-channe; Phase Space;
Conference_Titel :
Complexity and Data Mining (IWCDM), 2011 First International Workshop on
Conference_Location :
Nanjing, Jiangsu
Print_ISBN :
978-1-4577-2007-9
DOI :
10.1109/IWCDM.2011.25