• DocumentCode
    3504720
  • Title

    A simple real-time QRS detection algorithm

  • Author

    Lee, Jeongwhan ; Jeong, Keesam ; Yoon, Jiyoung ; Lee, Myoungho

  • Author_Institution
    Dept. of Electr. Eng., Yonsei Univ., Seoul, South Korea
  • Volume
    4
  • fYear
    1996
  • fDate
    31 Oct-3 Nov 1996
  • Firstpage
    1396
  • Abstract
    A simple algorithm using topological mapping has been developed for a real-time detection of the QRS complexes of ECG signals. As a measure of QRS complex energy, the authors used topological mapping from one dimensional sampled ECG signals to two dimensional vectors. To describe a change of curvature, the authors derive modified spatial velocity (MSV), from MSV the authors can locate QRS complexes more easily. The proposed algorithm consists of very small C-language procedures which reliably recognize the QRS complexes. For evaluation the authors used the MIT/BIH arrhythmia database. The proposed algorithm provides a good performance, a 99.58% detection rate of QRS complexes, a 99.57% sensitivity and 99.87% positive predictivity, respectively
  • Keywords
    electrocardiography; medical signal processing; MIT/BIH arrhythmia database; QRS complex energy; QRS complexes; detection rate; electrodiagnostics; modified spatial velocity; one dimensional sampled ECG signals; positive predictivity; sensitivity; simple real-time QRS detection algorithm; topological mapping; two dimensional vectors; very small C-language procedures; Change detection algorithms; Chaos; Databases; Delay effects; Detection algorithms; Electrocardiography; Energy measurement; Nonlinear dynamical systems; Physics; Signal mapping;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 1996. Bridging Disciplines for Biomedicine. Proceedings of the 18th Annual International Conference of the IEEE
  • Conference_Location
    Amsterdam
  • Print_ISBN
    0-7803-3811-1
  • Type

    conf

  • DOI
    10.1109/IEMBS.1996.647473
  • Filename
    647473