DocumentCode
1398016
Title
Using wavelet transforms for ECG characterization. An on-line digital signal processing system
Author
Sahambi, J.S. ; Tandon, S.N. ; Bhatt, R.K.P.
Author_Institution
Dept. of Electr. Eng., Indian Inst. of Technol., Delhi, India
Volume
16
Issue
1
fYear
1997
Firstpage
77
Lastpage
83
Abstract
The rapid and objective measurement of timing intervals of the electrocardiogram (ECG) by automated systems is superior to the subjective assessment of ECG morphology. The timing interval measurements are usually made from the onset to the termination of any component of the EGG, after accurate detection of the QRS complex. This article describes a real-time system that uses wavelet transforms to overcome the limitations of other methods of detecting QRS and the onsets and offsets of P- and T-waves. Wavelet transformation is briefly discussed, and detection methods and hardware and software aspects of the system are presented, as well as experimental results.
Keywords
electrocardiography; medical signal processing; wavelet transforms; ECG characterization; ECG morphology; P-waves; QRS complex detection; T-waves; automated systems; electrodiagnostics; offsets; on-line digital signal processing system; onsets; subjective assessment; timing interval measurements; wavelet transformation; Artificial intelligence; Biomedical engineering; Biomedical measurements; Databases; Electrocardiography; Filtering; Frequency; Signal processing algorithms; Timing; Wavelet transforms; Algorithms; Artifacts; Biomedical Engineering; Computer Systems; Electrocardiography; Fourier Analysis; Humans; Information Systems; Online Systems; Signal Processing, Computer-Assisted; Software;
fLanguage
English
Journal_Title
Engineering in Medicine and Biology Magazine, IEEE
Publisher
ieee
ISSN
0739-5175
Type
jour
DOI
10.1109/51.566158
Filename
566158
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