Title :
Design of Digital IIR Filter for Noise Reduction in ECG Signal
Author :
Singh, Navab ; Ayub, S. ; Saini, J.P.
Author_Institution :
Electron. & Commun. Eng. Dept., Bundelkhand Inst. of Eng. & Technol., Jhansi, India
Abstract :
Electrocardiogram (ECG) signal has been widely used in cardiac pathology to detect heart disease. A digital infinite-impulse response (IIR) filter design is proposed in this paper. This includes an implementation and evaluation of butter worth low pass infinite impulse response filter method to remove high frequency noise and for this filter is applied to noisy ECG data sample and original sample are taken as reference signal. The suggested method considers the magnitude response for choosing the cutoff frequency and the FFT spectrum estimate response to find the lowest filter order. The structure and the coefficients of the digital IIR filter are designed using FDA tool in MATLAB. The filter output´s average power before and after filtration are calculated using FFT and for simulation of this filter, the hardware is designed using micro controller At mega 16 A. For hardware designing the samples taken are record no. 108 and record no. 119 (taken from MIT-BIH database, ML II signal). Here samples are taken from MIT-BIH arrhythmia database (mitdb) ML II are used.
Keywords :
IIR filters; cardiology; diseases; electrocardiography; fast Fourier transforms; medical signal processing; ECG signal; FFT spectrum estimate response; MATLAB; MIT-BIH arrhythmia database; cardiac pathology; digital IIR filter design; digital infinite impulse response; electrocardiogram; heart disease detection; microcontroller; noise reduction; noisy ECG data sample; signal reference; Cutoff frequency; Digital filters; Electrocardiography; Hardware; IIR filters; Noise; Noise measurement; ECG; FDA tool; FFT spectrum; IIR Filter; MIT-BIH database; MLII ECG Data Signal;
Conference_Titel :
Computational Intelligence and Communication Networks (CICN), 2013 5th International Conference on
Conference_Location :
Mathura
DOI :
10.1109/CICN.2013.45