DocumentCode
2880874
Title
Denoising the electrocardiogram from electromyogram artifacts by combined transform-domain and dynamic approximation method
Author
Gotchev, Atanas ; Christov, Ivaylo ; Egiazarian, Karen
Author_Institution
Tampere International Center for Signal Processing, Tampere University of Technology, P.O.Box 553, 333101, FINLAND
Volume
4
fYear
2002
fDate
13-17 May 2002
Abstract
A method for electromyogram (EMG) artifact suppression in electrocardiogram (ECG) recordings is presented. In an attempt to improve the traditional compromise between efficient EMG artifact suppression and preservation of the ECG waveform, the method combines a dynamic approximation filtering working in the QRS complexes areas, with a transform domain denoising of the segments outside them. The switching between the two procedures is controlled by the ECG signal slew rate. The results obtained show a virtual preservation of the QRS amplitudes and a considerable reduction of the EMG artifact.
Keywords
Acoustics; Approximation methods; Artificial intelligence; Europe; Instruments; Manganese; Transforms;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing (ICASSP), 2002 IEEE International Conference on
Conference_Location
Orlando, FL, USA
ISSN
1520-6149
Print_ISBN
0-7803-7402-9
Type
conf
DOI
10.1109/ICASSP.2002.5745502
Filename
5745502
Link To Document