• DocumentCode
    2501609
  • Title

    QRS complex duration variability assessment using Dynamic Time Warping and Piecewise Linear Approximation

  • Author

    López-Avitia, R. ; Reyna-Carranza, M.A. ; Cetto, L.A. ; Bravo-Zanoguera, M.E. ; Arriola-Zorrilla, H.G.

  • Author_Institution
    Univ. Autonoma de Baja California, Mexicali, Mexico
  • fYear
    2010
  • fDate
    15-19 March 2010
  • Firstpage
    10
  • Lastpage
    10
  • Abstract
    The Signal Averaged Electrocardiography (SAECG) is a widely used technique to improve Signal to Noise Ratio (SNR) in ECG records, taken in account that these records are quasi-steady. Sometimes patient´s physiology may alter those quasi-steady characteristics in heartbeats that are assumed in the averaging. This paper evaluates the QRS complex duration (QRSd) as a parameter for measuring heartbeat-alignment, using both Derivative Dynamic Time Warping (DDTW) and Piecewise Linear Approximation (PLA). Results show that using those algorithms it is possible to reach acceptable SNR, significant QRSd variability reduction, and a decrease of the heartbeat number needed for the averaging.
  • Keywords
    dynamic programming; electrocardiography; medical signal processing; piecewise linear techniques; ECG; QRS complex duration variability; SNR; averaging; derivative dynamic time warping; dynamic time warping; heartbeat alignment; piecewise linear approximation; signal averaged electrocardiography; signal to noise ratio; variability reduction; Dynamic programming; Electrocardiography; Heart rate variability; Piecewise linear approximation; Programmable logic arrays; Signal processing; Signal processing algorithms; Signal resolution; Signal to noise ratio; Speech recognition; Dynamic Programming; Heartbeat Alignment; Piecewise Linear Approximation; Signal Averaged Electrocardiography;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Health Care Exchange (PAHCE), 2010 Pan American
  • Conference_Location
    Lima
  • Print_ISBN
    978-1-4244-6291-9
  • Type

    conf

  • DOI
    10.1109/PAHCE.2010.5474613
  • Filename
    5474613