The objective of this research is to develop a novel and efficient method for the discrimination of life-threatening arrhythmias using a combination of Singular Value Decomposition (SVD), Harmonic Phase Distribution (HPD), and Dynamic Time Warping (DTW) techniques applied to electrocardiogram (ECG) signals.