• DocumentCode
    3749110
  • Title

    A novel method for arterial blood pressure pulse detection based on a new coupling strategy and discrete wavelet transform

  • Author

    Farhad Asadi;Mohammad Javad Mollakazemi;ILIJA Uzelac;S. A. A. Moosavian

  • Author_Institution
    Department of Mechanical Engineering, K. N. Toosi University of Technology, Tehran, Iran
  • fYear
    2015
  • Firstpage
    1081
  • Lastpage
    1084
  • Abstract
    In this study, a new method for detection of arterial blood pressure pulses (ABP) is presented. The algorithm employs discrete wavelet transform (DWT) decomposition to extract ABP waveform features. In the proposed method, two strategies are used. In the first strategy, the algorithm uses only the DWT coefficients of ABP. The second strategy which is introduced for the first time in this paper, the coupled DWT coefficients of ABP and electrocardiogram (ECG) are used. When DWT coefficients of ECG and ABP are coupled the detection of ABP pulses is easier and more accurate in noisy parts of the signals. Furthermore, this coupling strategy is useful for the detection of ECG R-peaks since the ABP pulses make the ECG R-peaks detectable when ECG is noisy. To meet this end, adaptive thresholding and different DWT functions were employed and fitted because of different morphologies of ABP and ECG signals. The ABP-ECG delay time is measured in different recordings and set for 254 milliseconds. For evaluation, 170 recordings of the multimodal training set of PhysioNet/Computing in Cardiology Challenge 2014 which contained both ECG and ABP waveforms were used. The first and second strategy obtained average accuracy of 87.56% and 88.53%, respectively.
  • Keywords
    "Discrete wavelet transforms","Electrocardiography","Noise measurement","Pressure measurement","Neurosurgery","Europe"
  • Publisher
    ieee
  • Conference_Titel
    Computing in Cardiology Conference (CinC), 2015
  • ISSN
    2325-8861
  • Print_ISBN
    978-1-5090-0685-4
  • Electronic_ISBN
    2325-887X
  • Type

    conf

  • DOI
    10.1109/CIC.2015.7411102
  • Filename
    7411102