• DocumentCode
    386249
  • Title

    An iterative noise reduction method for electrocardiogram

  • Author

    Puthusserypady, S. ; Lim, Y.L.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Nat. Univ. of Singapore, Singapore
  • Volume
    1
  • fYear
    2002
  • fDate
    2002
  • Firstpage
    58
  • Abstract
    In this paper, two novel iterative (orthogonal and non-orthogonal projection) schemes are proposed for noise reduction in electrocardiogram (ECG). These methods are first tried out on the well-known Lorenz system before extending to the recorded ECG signals. Results from the studies show that for the same signal-to-noise ratio (SNR) improvement, the nonorthogonal projection method (M2) requires less iterations than the orthogonal projection method (M1). More importantly, the iterative nature of the algorithms improve the performance of the schemes compared to the non-iterative schemes.
  • Keywords
    chaos; electrocardiography; iterative methods; medical signal processing; noise; Lorenz system; algorithms; electrodiagnostics; iterative algorithm; local geometric projection; nonorthogonal projection; orthogonal projection; recorded ECG signals; signal-to-noise ratio improvement; Chaos; Covariance matrix; Delay; Drives; Electrocardiography; Iterative algorithms; Iterative methods; Measurement errors; Noise reduction; Signal to noise ratio;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology, 2002. 24th Annual Conference and the Annual Fall Meeting of the Biomedical Engineering Society EMBS/BMES Conference, 2002. Proceedings of the Second Joint
  • ISSN
    1094-687X
  • Print_ISBN
    0-7803-7612-9
  • Type

    conf

  • DOI
    10.1109/IEMBS.2002.1134386
  • Filename
    1134386