DocumentCode
2587777
Title
Parametric technique for P wave delineation
Author
Madhukar, B. ; Rajgopal, K. ; Patnaik, L.M.
Author_Institution
DSP Group, Motorola India Electron. Ltd., Bangalore, India
fYear
1994
fDate
19-22 Apr 1994
Abstract
The electrocardiogram (ECG), which represents the electrical activity of the heart, is widely used for the diagnosis of cardiac diseases. The ECG typically consists of three important component waves, called the P, QRS, and T waves, which provide clinical information about the functioning of the heart. An important problem in ECG signal processing is that of delineation of the ECG component waves. The delineation of the P wave is difficult in certain cardiac diseases where the P wave overlaps the other ECG component waves. We present an innovative algorithm, for the delineation of the P waves, which works well even in such cases. The algorithm basically consists of pole-zero modeling of the discrete cosine transformed ECG. The resulting pole-zero filter is then decomposed into a set of unique partial fractions (PF), with each PF representing a sub-component or a fractional component (FC) of the ECG. A pole angle template matching procedure is used to identify the PFs of the QRS and T waves, and then their corresponding FCs are subtracted from the ECG to leave the P wave as the residue
Keywords
discrete cosine transforms; electrocardiography; filtering theory; medical signal processing; poles and zeros; ECG signal processing; P wave delineation; QRS waves; T waves; algorithm; cardiac diseases diagnosis; clinical information; discrete cosine transform; electrical activity; fractional component; heart; parametric technique; partial fractions; pole angle template matching; pole-zero filter; Cardiac disease; Clinical diagnosis; Digital signal processing; Electrocardiography; Filters; Heart; Muscles; Pathology; Signal processing; Signal processing algorithms;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 1994. ICASSP-94., 1994 IEEE International Conference on
Conference_Location
Adelaide, SA
ISSN
1520-6149
Print_ISBN
0-7803-1775-0
Type
conf
DOI
10.1109/ICASSP.1994.390026
Filename
390026
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