DocumentCode :
2722498
Title :
A suppression of an impulsive noise in ECG signal processing
Author :
Pander, T.P.
Author_Institution :
Inst. of Electron., Silesian Univ. of Technol., Gliwice, Poland
Volume :
1
fYear :
2004
fDate :
1-5 Sept. 2004
Firstpage :
596
Lastpage :
599
Abstract :
The biomedical signals are commonly recorded with a noise. Many different kinds of noise exist in biomedical environment. One of the noises is a waveform of an electrical activity of muscles. This "natural" distortion is usually modeled with a white Gaussian noise. But such assumption is not always true, because real-life muscle noise has sometimes impulsive character. First objective of this paper is an application of the α-stable distribution as a model of the real-life muscle noise in the ECG signal. Second objective of this paper is an application of a family of M-filters to suppression an impulsive noise in biomedical signals (ECG signals). The reference filter is the median filter.
Keywords :
electrocardiography; median filters; medical signal processing; muscle; physiological models; signal denoising; /spl alpha/-stable distribution; ECG signal processing; M-filters; biomedical signals; electrical activity; impulsive noise suppression; median filter; real-life muscle noise; white Gaussian noise; Biomedical signal processing; Electrocardiography; Electromyography; Filters; Gaussian noise; Interference; Muscles; Radio access networks; Signal processing; Working environment noise; α-stable distribution; M-filters; impulsive noise;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2004. IEMBS '04. 26th Annual International Conference of the IEEE
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7803-8439-3
Type :
conf
DOI :
10.1109/IEMBS.2004.1403228
Filename :
1403228
Link To Document :
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