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
Link To Document :
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