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Savitzky-Golay Least-Squares Polynomial Filters in ECG Signal…
Savitzky-Golay Least-Squares Polynomial
Filters in ECG Signal Processing
S Hargittai
Innomed Medical Inc., Budapest, Hungary
Abstract 2. Methods
The Savitzky-Golay(SG) filters are widely used for First, theoretical analysis was performed in the time
smoothing and differentiation in many fields namely in and frequency domain, and then the SG filters were
elastography, EEG and magnetocardiogram signal applied to artificial and real ECG records. Analytical
processing and mainly in absorption spectroscopy. ECG records from the EN 60601-2-51 standard are used
Despite their exceptional features they were rarely used as artificial ECG, and records from the CSE multi-lead
so far in the ECG signal processing. The aim of this database are used as real ECG. All used signals had 500
paper is the investigation of their properties in d etail Hz sampling rate.
from the ECG signal processing aspect. There were
considered smoothing and differentiation filters 2.1. Investigating SG smoothing filters in
approximating polynomials of zero to fourth order with 3 the time domain
– 25-point lengths. The filtering effect and the retaining
Since SG filters have been derived from the field of
of small details of signal are opposite requirements and
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