Title :
Method to detect cardiac abnormalities based on electrocardiography and sinoatrial pacemaker model
Author :
Shi, Wei Vivien ; Chang, Timothy N. ; Zhou, MengChu
Author_Institution :
Dept. of Electr. & Comput. Eng., New Jersey Inst. of Technol., Newark, NJ, USA
Abstract :
In this paper, a new method for detecting cardiac abnormalities (bradycardia and tachycardia) is proposed. Based on the YNI (Yanagihara, Noma, and Irisawa) model to analyze the pole-zero characteristics of the phase error between abnormal electrocardiography (ECG) and entrained YNI-response, it develops a diagnostic pacemaker system that can replace multiple sensors. The work derives for the first time the thresholds of poles and zeros to diagnose deadly bradycardia and tachycardia, respectively. Simulation analysis confirms that the proposed pole-zero characteristics of cardiac abnormalities is effective to complete a diagnostic process for a pacemaker in real time. The results of this study will be useful not only for detection and analysis of cardiac abnormalities but also for improvement of the performance of pacemakers.
Keywords :
electrocardiography; medical signal processing; pacemakers; ECG; bradycardia; cardiac abnormalities; diagnostic pacemaker system; electrocardiography; phase error; pole-zero characteristics; sinoatrial pacemaker model; tachycardia; Electrocardiography; Heart rate; Pacemakers; Rhythm; Sensors; Transfer functions; bradycardia; cardiac abnormalities; diagnosis; electrocardiography; frequency entrainment; pacemaker; tachycardia;
Conference_Titel :
Mechatronics and Automation (ICMA), 2010 International Conference on
Conference_Location :
Xi´an
Print_ISBN :
978-1-4244-5140-1
Electronic_ISBN :
2152-7431
DOI :
10.1109/ICMA.2010.5588449