Title :
A Fractional Wavelet for QRS Detection
Author :
Abdelliche, F. ; Charef, A. ; Talbi, M.L. ; Benmalek, M.
Author_Institution :
Univ. Mentouri, Constantine
Abstract :
In this paper we examine the use of fractional wavelet for the detection of QRS complex in ECG signal. The wavelet we used is the second derivative of the Cole-Cole distribution that is widely used in mathematical modelling of dielectrics and viscoelastic dynamics and it´s related to the fractional power pole (FPP). With the multiscale feature, the wavelet transform (WT) has provided more ability to distinguish R waves from high P or T waves, serious noise and artefacts. The study reports on the analysis of the first four-minutes signal of the 24 records in the MIT/BIH arrhythmia database. The QRS complexes detected were compared with the annotation file accompanying each signal to determine error, and then, the efficacy of the wavelet function
Keywords :
electrocardiography; medical signal processing; signal detection; wavelet transforms; Cole Cole distribution; ECG signal; MIT/BIH arrhythmia database; QRS detection; annotation file; fractional power pole; fractional wavelet; wavelet transform; Continuous wavelet transforms; Detectors; Dielectrics; Discrete wavelet transforms; Electrocardiography; Fourier transforms; Mathematical model; Signal analysis; Wavelet analysis; Wavelet transforms;
Conference_Titel :
Information and Communication Technologies, 2006. ICTTA '06. 2nd
Conference_Location :
Damascus
Print_ISBN :
0-7803-9521-2
DOI :
10.1109/ICTTA.2006.1684544