Title :
QT interval time frequency analysis using Haar wavelet
Author :
Wong, Sara ; Ng, Francisco ; Mora, Fernando ; Passariello, Gianfranco ; Almeida, Deyanira
Author_Institution :
Grupo de Bioingenierfa y Biofisica Aplicada, Simon Bolivar Univ., Caracas, Venezuela
Abstract :
Since the wide variety of changes observed in the morphology of T wave and its low frequency components, QT interval measurement algorithms have been an intensive research field in the recent years. Also, the observed changes in T wave morphology at different heart rates have made the QT Interval measurement a difficult task in exercise ECG analysis when repolarization time parameters are desired. The present study applied discrete wavelet transform (DWT) analysis employing the Haar wavelet in the exercise ECG signal. DWT using Haar wavelet in second dilation was obtained from every ten seconds of the exercise test, then a envelope detection procedure was applied over the previous signal. An algorithm to correlate the envelope detection and the zero crossing of the obtained wavelet was applied to set the QRS complex beginning, T wave peak and the T wave end. Comparing measurements of the present methodolgy with those obtained by expert clinical view shows a very similar performance. The authors´ analysis was applied in signal obtained from a set of 30 coronary artery diseased patients and 28 healthy volunteers
Keywords :
discrete wavelet transforms; electrocardiography; medical signal processing; time-frequency analysis; wavelet transforms; 10 s; Haar wavelet; QT interval measurement algorithms; QT interval time frequency analysis; T wave morphology; coronary artery diseased patients; envelope detection procedure; exercise ECG analysis; expert clinical view; healthy volunteers; heart rate; low frequency components; repolarization time parameters; zero crossing; Discrete wavelet transforms; Electrocardiography; Envelope detectors; Frequency measurement; Heart rate; Heart rate interval; Morphology; Signal analysis; Time frequency analysis; Wavelet analysis;
Conference_Titel :
Computers in Cardiology 1998
Conference_Location :
Cleveland, OH
Print_ISBN :
0-7803-5200-9
DOI :
10.1109/CIC.1998.731888