DocumentCode :
1703058
Title :
A novel approach for suppression of powerline interference and impulse noise in ECG signals
Author :
Bhateja, Vikrant ; Urooj, Shabana ; Verma, Rajesh ; Mehrotra, R.
Author_Institution :
Dept. of Electron. & Commun. Eng., Shri Ramswaroop Memorial Group of Prof. Colleges, Lucknow, India
fYear :
2013
Firstpage :
103
Lastpage :
107
Abstract :
One of the major problems encountered in recording ECG is the appearance of unwanted distortions induced by power line interference in the electrocardiogram. In addition, infections due to impulse noise leads to variations in the amplitudes which represent the abnormalities associated with the heart. This paper proposes a novel approach for addressing both the aforementioned issues in ECG signals employing sub-band decomposition using wavelets analysis. Morphological filtering is applied to the detail sub-bands for removal of impulse noise using one-dimensional structuring element. Further, the powerline interference is removed using IIR Butterworth filter providing significant reduction in power spectral density levels between 50 to 60 Hz. The finally reconstructed ECG signal yields reasonably good impulse noise as well as powerline suppression using the proposed approach.
Keywords :
Butterworth filters; IIR filters; carrier transmission on power lines; electrocardiography; impulse noise; interference suppression; medical signal processing; ECG signals; IIR Butterworth filter; electrocardiogram; impulse noise; morphological filtering; one-dimensional structuring element; power spectral density levels; powerline interference suppression; sub-band decomposition; unwanted distortions; wavelets analysis; Conferences; Electrocardiography; IIR filters; Interference; Noise; Wavelet transforms; ECG; IIR butterworth filter; powerline interference; structuring element;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Multimedia, Signal Processing and Communication Technologies (IMPACT), 2013 International Conference on
Conference_Location :
Aligarh
Print_ISBN :
978-1-4799-1202-5
Type :
conf
DOI :
10.1109/MSPCT.2013.6782097
Filename :
6782097
Link To Document :
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