• DocumentCode
    3788045
  • Title

    Effective simulation of signals for testing ECG analyzer

  • Author

    A. Josko;R.J. Rak

  • Author_Institution
    Warsaw Univ. of Technol., Poland
  • Volume
    54
  • Issue
    3
  • fYear
    2005
  • Firstpage
    1019
  • Lastpage
    1024
  • Abstract
    In this paper the solution of the specialized measuring system for electrocardiography (ECG) signal recording and introductory recognition is presented. The project aims at designing the complete PC-based Virtual Instrument as a "testing platform" for acquisition, processing, presenting, and distributing ECG data. A new design involving the latest technique in signal simulation was developed to create a controllable model of the electrocardiography signal. Then it was implemented for testing of the developed QRS detection algorithm, based on the time-frequency analysis method. The processing stage involving discrete wavelet transform was used to detect QRS complexes in the ECG signal. By using the controlled signal model and the real ones, the algorithm was shown to be advantageous in reducing ventilation artifacts and motion noise, resulting in good accuracy.
  • Keywords
    "Analytical models","Testing","Electrocardiography","Signal analysis","Discrete wavelet transforms","Instruments","Signal design","Detection algorithms","Time frequency analysis","Signal processing"
  • Journal_Title
    IEEE Transactions on Instrumentation and Measurement
  • Publisher
    ieee
  • ISSN
    0018-9456
  • Type

    jour

  • DOI
    10.1109/TIM.2005.847350
  • Filename
    1433172