• DocumentCode
    2256164
  • Title

    Robust heart rhythm calculation and respiration rate estimation in ambulatory ECG monitoring

  • Author

    Berset, Tortinn ; Romero, Iñaki ; Young, Alex ; Penders, Julien

  • Author_Institution
    Holst Centre, Imec, Gestel, Netherlands
  • fYear
    2012
  • fDate
    5-7 Jan. 2012
  • Firstpage
    400
  • Lastpage
    403
  • Abstract
    Heart rhythm and respiration rate are two vital signs that are of interest for ambulatory monitoring. However, noise due to activity in ambulatory monitoring complicates the ECG interpretation. This paper describes a set of algorithms to robustly monitor a subject´s heart rhythm and respiration rate in an ambulatory environment. To ensure robustness against motion artifacts, we have developed an algorithm for motion artifact reduction based on independent component analysis with a multi-lead ECG system. From the robust heart-rate calculations, we use an ECG derived respiration (EDR) algorithm based on heart-rate variability (HRV) to estimate the respiration rate.
  • Keywords
    cardiology; electrocardiography; estimation theory; independent component analysis; medical signal processing; ECG derived respiration algorithm; ECG interpretation; EDR; HRV; ambulatory ECG monitoring; ambulatory environment; heart rate variability; independent component analysis; motion artifacts; robust heart rhythm calculation rate estimation; robust heart rhythm respiration rate estimation; Electrocardiography; Filtering; Lead; Monitoring; Robustness; Software;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical and Health Informatics (BHI), 2012 IEEE-EMBS International Conference on
  • Conference_Location
    Hong Kong
  • Print_ISBN
    978-1-4577-2176-2
  • Electronic_ISBN
    978-1-4577-2175-5
  • Type

    conf

  • DOI
    10.1109/BHI.2012.6211599
  • Filename
    6211599