Title :
Denoising of ECG signals using wavelet shrinkage with time-frequency dependant treshold
Author :
Nikolaev, Nikolay ; Gotchev, Atanas
Author_Institution :
Inst. of Inf. Technol., Sofia, Bulgaria
Abstract :
A method for ECG denoising based on wavelet shrinkage approach has been investigated. We have proposed a shrinkage threshold which is high for the non-informative wavelet coefficients and low for the informative coefficients. We have set up limitations for the difference between the thresholds of every two adjacent coefficients throughout the scales in order to avoid Gibbs effects.
Keywords :
electrocardiography; medical signal processing; signal denoising; wavelet transforms; ECG signal denoising; adjacent coefficients; electrocardiographic signal registration; informative coefficients; noninformative wavelet coefficients; time-frequency dependant threshold; wavelet shrinkage; Electrocardiography; Electromyography; Noise reduction; Wavelet transforms; White noise;
Conference_Titel :
Signal Processing Conference (EUSIPCO 1998), 9th European
Conference_Location :
Rhodes
Print_ISBN :
978-960-7620-06-4