DocumentCode
694865
Title
Single input adaptive 50 Hz noise canceller from ECG signal
Author
Mohamad-Ali, Bashar S.
Author_Institution
Med. Instrum. Eng. Dept., Tech. Coll. of Mosul, Mosul, Iraq
fYear
2013
fDate
17-18 Dec. 2013
Firstpage
64
Lastpage
69
Abstract
Detected bioelectrical signals are usually contaminated with background noise such as mains supply frequency (50Hz), due to the electrically powered surroundings, and the parasitic currents flowing through the patient´s body and the connecting cables. Many Authors have suggested an adaptive filters to suppress the 50Hz noise, but with applying the 50Hz as a reference signal together with the contaminated electrocardiogram (ECG) signal to the adaptive filter. This paper suggests a single input adaptive noise canceling (SIANC) scheme in which the adaptive filter has only one input namely the contaminated ECG signal. Using MATLAB simulink, it was possible to show that, in adaptive noise canceling, a reference input was not always necessary to be applied as a second input to the filter. After the application of the proposed scheme a difference of 64 dB was obtained between the 50Hz noise component and the maximum component of ECG.
Keywords
adaptive filters; bioelectric potentials; electrocardiography; mathematics computing; medical signal detection; medical signal processing; signal denoising; ECG signal; MATLAB simulink; adaptive filters; bioelectrical signal detection; connecting cables; contaminated background noise; contaminated electrocardiogram signal; electrically powered surroundings; frequency 50 Hz; noise component; parasitic currents flowing; reference signal; single input adaptive noise canceling; single input adaptive noise canceller; Adaptive filters; Couplings; Electrocardiography; Electromyography; Information filters; Noise; ECG; Single input adaptive noise canceller; mean-square error;
fLanguage
English
Publisher
ieee
Conference_Titel
Electrical, Communication, Computer, Power, and Control Engineering (ICECCPCE), 2013 International Conference on
Conference_Location
Mosul
Type
conf
DOI
10.1109/ICECCPCE.2013.6998736
Filename
6998736
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