Title :
A new approach for frequency analysis of complex fractionated atrial electrograms
Author :
Nguyen, Minh Phuong ; Schilling, Christopher ; Dössel, Olaf
Author_Institution :
Inst. of Biomed. Eng., Univ. Karlsruhe (TH), Karlsruhe, Germany
Abstract :
Atrial fibrillation (AFib) is the most common cardiac arrhythmia. Areas in atrial tissue with complex fractionated atrial electrograms (CFAEs) are among others responsible for the maintenance of AFib. Those areas are ideal target sites for ablation to eliminate AFib and restore sinus rhythm. As CFAEs are associated with high fibrillatory frequency, automated identification of CFAEs with spectral analysis helps developing objective strategies for AFib ablation. While the application of current techniques is restricted, this paper introduces a new approach to determine characteristic frequencies during AFib. By using Teager´s energy operator we calculate the signal envelope and study its spectrum after Fast Fourier Transformation. Harmonic analysis of distinctive peaks in the power spectrum is carried out to assess characteristic frequencies of a CFAE. While the currently available methods only find one dominant frequency in the spectrum of the signal, our method is capable to find multiple characteristic frequencies, if present. Since it is believed that during AFib the atrium is activated by one or multiple wavelets, our method opens new opportunities for investigation of multiple wavelets propagation.
Keywords :
electrocardiography; fast Fourier transforms; harmonic analysis; medical signal processing; Teager energy operator; atrial fibrillation; complex fractionated atrial electrograms; dominant frequency; fast Fourier transformation; frequency analysis; harmonic analysis; multiple wavelets; signal envelope; Atrial Fibrillation; CFAEs; Frequency Analysis; Multiple Wavelets; Algorithms; Atrial Fibrillation; Diagnosis, Computer-Assisted; Electrocardiography; Humans; Reproducibility of Results; Sensitivity and Specificity; Signal Processing, Computer-Assisted;
Conference_Titel :
Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE
Conference_Location :
Minneapolis, MN
Print_ISBN :
978-1-4244-3296-7
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2009.5334668