• DocumentCode
    2414344
  • 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
  • fYear
    2009
  • fDate
    3-6 Sept. 2009
  • Firstpage
    368
  • Lastpage
    371
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE
  • Conference_Location
    Minneapolis, MN
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-3296-7
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/IEMBS.2009.5334668
  • Filename
    5334668