Title :
An Algorithm for Phase-Space Detection of the P Characteristic Points
Author :
Herreros, A. ; Baeyens, E. ; Peran, J.R. ; Johansson, R. ; Carlson, J. ; Olsson, B.
Author_Institution :
Univ. of Valladolid, Valladolid
Abstract :
A new algorithm, based on embedding phase space, to detect the P-wave characteristic points of an ECG signal is reported in this paper. The multi-lead ECG is transformed into points of an embedding phase space where similar ECG morphologies are converted into phase space points that are close using some distance measure. The algorithm is robust with respect to the type of selected characteristic points (onset, peak and end), morphology changes, baseline oscillations and high frequency noise. The performance of the algorithm has been successfully validated using both simulated and real ECG signals.
Keywords :
electrocardiography; medical signal detection; medical signal processing; P-wave characteristic points; baseline oscillations; embedded phase-space detection algorithm; high frequency noise; multilead ECG signal; real ECG signals; simulated ECG signals; Automatic control; Delay estimation; Detection algorithms; Electrocardiography; Extraterrestrial measurements; Frequency; Morphology; Phase detection; Phase estimation; Phase measurement; Algorithms; Artifacts; Automatic Data Processing; Automation; Calibration; Computer Simulation; Electrocardiography; Heart Conduction System; Humans; Models, Statistical; Neural Networks (Computer); Reproducibility of Results; Signal Processing, Computer-Assisted; Subtraction Technique; Time Factors;
Conference_Titel :
Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
Conference_Location :
Lyon
Print_ISBN :
978-1-4244-0787-3
DOI :
10.1109/IEMBS.2007.4352712