• DocumentCode
    766218
  • Title

    An efficient method for handling ectopic beats using the heart timing signal

  • Author

    Solem, Kristian ; Laguna, Pablo ; Sörnmo, Leif

  • Author_Institution
    Signal Process. Group, Lund Univ., Sweden
  • Volume
    53
  • Issue
    1
  • fYear
    2006
  • Firstpage
    13
  • Lastpage
    20
  • Abstract
    The problem of analyzing heart rate variability in the presence of ectopic beats is revisited. Based on the integral pulse frequency modulation model and the closely related heart timing signal, a new technique is introduced which corrects for the occasional presence of ectopic beats. The correction technique, which involves the occurrence times of a certain number of beats preceding the ectopic beat, is computationally very efficient. From actual heart rate data, the results show that the new technique is associated with a much lower computational complexity (flops reduced by a factor of about 3000) than the original heart timing technique, while producing similar performance. It is also shown that the power spectrum and related clinical indices obtained by the new technique are more accurately estimated than by other methods.
  • Keywords
    computational complexity; electrocardiography; medical signal processing; computational complexity; ectopic beats; heart rate variability; heart timing signal; integral pulse frequency modulation model; power spectrum; Computational complexity; Frequency modulation; Heart rate; Heart rate variability; Helium; Interpolation; Pulse modulation; Signal analysis; Signal processing; Timing; ECG; HRV; IPFM model; ectopic beat correction; heart timing signal; Algorithms; Artifacts; Atrial Premature Complexes; Diagnosis, Computer-Assisted; Electrocardiography; Heart Rate; Humans; Reproducibility of Results; Sensitivity and Specificity; Ventricular Premature Complexes;
  • fLanguage
    English
  • Journal_Title
    Biomedical Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9294
  • Type

    jour

  • DOI
    10.1109/TBME.2005.859780
  • Filename
    1561515