Title :
Enhanced time-domain detection of the activation frequency of atrial fibrillation
Author :
Zolei-Szenasi, Rahel ; Vadai, Gergely ; Pap, Robert ; Gingl, Zoltan
Author_Institution :
Dept. of Tech. Inf., Univ. of Szeged, Szeged, Hungary
Abstract :
Atrial fibrillation is the most common sustained cardiac arrhythmia. To determine the activation frequency of the atrial fibrillation the frequency-domain analysis is used mostly, however it is unreliable in several cases. This insufficiency led to the demand of using time-domain analysis. Although these attempts seemed to be promising, there have remained several limitations. In our research we developed an enhanced algorithm for time-domain analysis. We defined two indicators which characterized the signals and the reliability of the method well. As compared to the frequency-domain analysis our algorithm can widen the applicability of time-domain analysis since in several cases - when the results of the frequency-domain analysis are unreliable - it can be applied still reliably. As a complementation of the frequency-domain analysis our algorithm can be an extremely helpful tool in medical practice.
Keywords :
cardiology; electrocardiography; frequency-domain analysis; medical disorders; medical signal processing; reliability; signal denoising; time-domain analysis; activation frequency; atrial fibrillation; cardiac arrhythmia; enhanced algorithm; enhanced time-domain detection; frequency-domain analysis; medical practice; reliability; time-domain analysis; Algorithm design and analysis; Atrial fibrillation; Indexes; Reliability; Time-domain analysis; Time-frequency analysis;
Conference_Titel :
Applied Computational Intelligence and Informatics (SACI), 2014 IEEE 9th International Symposium on
Conference_Location :
Timisoara
DOI :
10.1109/SACI.2014.6840091