Title :
A DSP algorithm and system for real-time fetal ECG extraction
Author :
Pani, D. ; Argiolas, S. ; Raffo, L.
Author_Institution :
Dept of Electr. & Electron. Eng., Univ. of Cagliari, Cagliari
Abstract :
Fetal ECG (FECG) extraction from maternal abdominal potential recordings is a task of paramount importance for pediatric cardiologists, but there is a lack of established solutions for it. In this paper the real-time implementation of a block-on-line independent component analysis (ICA) algorithm for FECG extraction is presented and evaluated over real long lasting recordings. The problem of the signals permutation, typical of ICA algorithms and particularly severe for block-on-line ones, is analyzed in detail. The comparison with batch approaches applied to different segments of the signals demonstrates the quality of the proposed solution. The performances of the real-time implementation enable further developments of the system to automatically provide other interesting clinical parameters.
Keywords :
digital signal processing chips; electrocardiography; feature extraction; independent component analysis; medical signal processing; obstetrics; paediatrics; DSP algorithm; ICA algorithm; block-on-line independent component analysis; maternal abdominal potential recording; pediatric cardiologist; real-time fetal ECG extraction; signal permutation; signal segmentation; Abdomen; Cardiology; Digital signal processing; Electrocardiography; Independent component analysis; Instruments; Jacobian matrices; Pregnancy; Real time systems; Sampling methods;
Conference_Titel :
Computers in Cardiology, 2008
Conference_Location :
Bologna
Print_ISBN :
978-1-4244-3706-1
DOI :
10.1109/CIC.2008.4749229