DocumentCode :
1592014
Title :
Adaptive baseline wander removal in the ECG: Comparative analysis with cubic spline technique
Author :
Jane, Raimon ; Laguna, Pablo ; Thakor, Nitish V. ; Caminal, Pere
Author_Institution :
Inst. de Cibernetica, Univ. Politechnica de Cataluna, Barcelona, Spain
fYear :
1992
Firstpage :
143
Lastpage :
146
Abstract :
Baseline wandering is a classical problem in electrocardiogram (ECG) records that generally produces artifactual data when measuring ECG parameters. The authors present a cascade adaptive filter for removing the baseline wander and preserving the low-frequency components of the ECG. This cascade adaptive filter works in two stages. The first stage is an adaptive notch filter at zero frequency. The second stage is an adaptive impulse correlated filter that, using a QRS detector, estimates the ECG signal correlated with the QRS occurrence. In this way, all the signal components correlated with the QRS complex are preserved. The authors analyze the frequency response of the filter, showing that the filter can be seen as a comb filter without the DC lobe. The method was applied to ECG signals from the MIT-BIH database and its performance was compared with the cubic spline approach. The method can remove baseline wander in real time without needing to calculate the isoelectric levels, while preserving the low-frequency ECG clinical information
Keywords :
electrocardiography; medical signal processing; ECG parameters; MIT-BIH database; QRS detector; adaptive baseline wander removal; adaptive notch filter; artifactual data; cascade adaptive filter; comb filter; cubic spline technique; filter frequency response; isoelectric levels; signal components; zero frequency; Adaptive filters; Electrocardiography; Finite impulse response filter; Frequency; Heart rate; Interpolation; Nonlinear distortion; Nonlinear filters; Spline; Transversal filters;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computers in Cardiology 1992, Proceedings of
Conference_Location :
Durham, NC
Print_ISBN :
0-8186-3552-5
Type :
conf
DOI :
10.1109/CIC.1992.269426
Filename :
269426
Link To Document :
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