Title :
A noise reduction algorithm in ECG signals using wavelet transform
Author :
Ucar, F. Nazan ; Korurek, Mehmet ; Yazgan, Ertugrul
Author_Institution :
Dept. of Electr. & Electron. Eng., Kirikkale Univ., Turkey
Abstract :
A noise reduction algorithm based on the multiresolution orthogonal wavelet transform for ECG signals is discussed. Results are presented for different analysis and synthesis filter coefficients proposed by Vetterli-Herley and Daubechies for two different noise characteristics. The first one is artificially obtained line interference sinusoidal noise and the second one is uniformly distributed random noise or white noise. The results show that the former noise is completely eliminated front the signal by using both of the filter coefficients. However. The latter noise did not give the same performance as that of the former one
Keywords :
electrocardiography; medical signal processing; noise; wavelet transforms; white noise; Daubechies; ECG signals; Vetterli-Herley; electrodiagnostics; line interference sinusoidal noise; multiresolution orthogonal wavelet transform; noise reduction algorithm; synthesis filter coefficients; uniformly distributed random noise; Electrocardiography; Finite impulse response filter; Frequency; Interference; Noise reduction; Signal analysis; Signal resolution; Wavelet transforms; White noise; Working environment noise;
Conference_Titel :
Biomedical Engineering Days, 1998. Proceedings of the 1998 2nd International Conference
Conference_Location :
Istanbul
Print_ISBN :
0-7803-4242-9
DOI :
10.1109/IBED.1998.710551