• DocumentCode
    3207481
  • Title

    Continuous blood pressure measurement algorithm based on PPG signal quality assessment

  • Author

    Xu Lin ; Gao Kunpeng

  • Author_Institution
    Inst. of Robot. & Autom. Inf. Syst., Nankai Univ., Tianjin, China
  • fYear
    2015
  • fDate
    23-25 May 2015
  • Firstpage
    6138
  • Lastpage
    6143
  • Abstract
    The continuous blood pressure values can be calculated by the pulse wave transmission velocity. The accuracy of measuring human blood pressure using pulse wave transmit velocity is significantly influenced by the accuracy of the pulse wave feature point. This paper designs a pulse waveform quality evaluation function to calculate the pulse wave quality index. The reliability evaluation of photoplethysmography (PPG) feature point selection can be evaluated by the pulse wave quality index automatically. The fusion of blood pressure value calculated by different pulse wave feature point is calculated by the Kalman filter. Thus a more accurate continuous blood pressure measurement result is got. This method is evaluated by the MIMIC database. Compared with SBP calculated by single PPG feature point, this method has the least extreme errors and the smallest root mean square error (rMSE) of systolic blood pressure(SBP).
  • Keywords
    Kalman filters; blood pressure measurement; feature selection; mean square error methods; medical signal processing; photoplethysmography; Kalman filter; MIMIC database; PPG signal quality assessment; SBP; continuous blood pressure measurement algorithm; feature point selection; least extreme errors; pulse wave feature point accuracy; pulse wave quality index; pulse wave transmission velocity; pulse wave transmit velocity; pulse waveform quality evaluation function; rMSE; root mean square error; systolic blood pressure; Accuracy; Blood pressure; Electrocardiography; Electronic mail; MIMICs; Pressure measurement; Robots; Kalman filter; PPG feature point; continuous blood pressure; data fusion; pulse wave transmit time;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Decision Conference (CCDC), 2015 27th Chinese
  • Conference_Location
    Qingdao
  • Print_ISBN
    978-1-4799-7016-2
  • Type

    conf

  • DOI
    10.1109/CCDC.2015.7161914
  • Filename
    7161914