Title :
A New Method for Removal of Baseline Wander and Power Line Interference in ECG Signals
Author :
Zhao, Zhi-Dong ; Chen, Yu-quan
Author_Institution :
Coll. of Commun. Eng., Hangzhou Dianzi Univ.
Abstract :
Removal of baseline wander and power line interference in ECG signal is a classical problem. A new method is proposed to remove baseline wander and power line interference in ECG signal based on empirical mode decomposition and notch filter. Principles and characteristics of empirical mode decomposition are presented; ECG signal is decomposed into a series of intrinsic mode functions (IMFs). Then 50Hz notch filter is designed, by which the IMF of ECG signal containing 50Hz power line inference is filtered. The "clean" ECG signal is reconstructed by properly selecting IMFs. To evaluate the performance of the filter, clinic ECG signals are used. Results indicate that the baseline wander and power line interference of ECG are removed effectively by this new method
Keywords :
electrocardiography; interference suppression; medical signal processing; notch filters; signal reconstruction; ECG signal decomposition; ECG signal reconstruction; baseline wander removal method; empirical mode decomposition; intrinsic mode function; notch filter design; power line interference removal method; Adaptive filters; Biomedical engineering; Cutoff frequency; Cybernetics; Educational institutions; Electrocardiography; Electrodes; Finite impulse response filter; IIR filters; Interference; Interference elimination; Machine learning; Signal design; ECG Signal; Empirical Mode Decomposition; baseline wander; digital Filter; power line;
Conference_Titel :
Machine Learning and Cybernetics, 2006 International Conference on
Conference_Location :
Dalian, China
Print_ISBN :
1-4244-0061-9
DOI :
10.1109/ICMLC.2006.259082