M.Tech / M.E / PhD Thesis | Electronics & Communication Engineering | India | Volume 4 Issue 2, February 2015
Enhancement of ECG Signal by using Digital FIR Filter
B. Jagadiswara Rao, A. Usharani
Electrocardiogram (ECG) signal is generally corrupted by various artifacts like baseline wander, power line interference (50/60 Hz) and electromyography noise and these must be removed before diagnosis. The task propounded in this article is removal of low frequency interference i.e. baseline wandering and high frequency noise i.e. electromyography in ECG signal and digital filters are implemented to delete it. The digital filters accomplished are FIR with various windowing methods as of Rectangular, Hann, Blackman, Hamming, and Kaiser. The results received are at order of 300.The signal taken of the MIT-BIH database which contains the normal and abnormal waveforms. The work has been in MATLAB where filters are implemented in FDA Tool. The result received for entire FIR filters with various windows are evaluated the waveforms Signal to Noise Ratio (SNR), Mean Sqaure Error (MSE) of the noisy and filtered ECG signals. The filter which shows the excellent outcomes is the Kaiser Window.
Keywords: ECG, FIR filter, windowing methods, MATLAB
Edition: Volume 4 Issue 2, February 2015
Pages: 910 - 913
How to Cite this Article?
B. Jagadiswara Rao, A. Usharani, "Enhancement of ECG Signal by using Digital FIR Filter", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=SUB151295, Volume 4 Issue 2, February 2015, 910 - 913
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