Improve and Remove Noise from Heart Signal Using Adaptive Filters
عنوان مقاله: Improve and Remove Noise from Heart Signal Using Adaptive Filters
شناسه ملی مقاله: JR_JKBEI-3-10_001
منتشر شده در شماره 10 دوره 3 فصل July در سال 1396
شناسه ملی مقاله: JR_JKBEI-3-10_001
منتشر شده در شماره 10 دوره 3 فصل July در سال 1396
مشخصات نویسندگان مقاله:
B Azarm - Department of Electrical Engineering, Urmia University, Iran
C Ghobadi - Department of Electrical Engineering, Urmia University, Iran
J Nourinia - Department of Electrical Engineering, Urmia University, Iran
B Heydarpanah - Department of Electrical Engineering, Urmia University, Iran
خلاصه مقاله:
B Azarm - Department of Electrical Engineering, Urmia University, Iran
C Ghobadi - Department of Electrical Engineering, Urmia University, Iran
J Nourinia - Department of Electrical Engineering, Urmia University, Iran
B Heydarpanah - Department of Electrical Engineering, Urmia University, Iran
An electrocardiogram signal is a graphical representation of the heart activity and offers a series of initial measurements to identify various heart diseases and malformations. The aim of this paper is to remove various noises of ECG signal and improve its quality. In this paper, some of the signals of the human heart are analyzed. These signals have random nature and analyzing them requires to using filters that require no initial fixed input. Therefore, in this paper, adaptive filters have been utilized. According to the simulation results, it is obvious that this type of filtering to remove noise of environmental and biological analysis of heart signal is effective for diagnosis of Cardiac arrhythmia. The results are provided using MATLAB software.
کلمات کلیدی: noise reduction, adaptive filter, heart arrhythmia, analysis, ECG
صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/720833/