Title :
Source consistency filtering-a new tool for ECG noise reduction
Author_Institution :
Mortara Instrument Inc., Milwaukee, WI, USA
Abstract :
A novel filter, called SCF (source consistency filtering), is introduced. In its spatial form, SCF uses the constraints provided by the redundancy of leads of multichannel recordings to distinguish noise from signal. Quantitatively, each lead is predicted using least-squares-method-derived coefficients, and a multichannel coherence of leads and their respective predictions results in an effective noise reduction in electrocardiogram recording
Keywords :
electrocardiography; noise; signal processing; ECG noise reduction; lead redundancy; source consistency filtering; Adaptive filters; Band pass filters; Electrocardiography; Filtering; Least squares approximation; Low-frequency noise; Noise reduction; Redundancy; Statistics; Wiener filter;
Conference_Titel :
Computers in Cardiology 1991, Proceedings.
Conference_Location :
Venice
Print_ISBN :
0-8186-2485-X
DOI :
10.1109/CIC.1991.169061