• DocumentCode
    3070398
  • Title

    Improving the transform domain ECG denoising performance by applying interbeat and intra-beat decorrelating transforms

  • Author

    Gotchev, A. ; Nikolaev, N. ; Egiazarian, K.

  • Author_Institution
    Int. Center for Signal Process., Tampere Univ. of Technol., Finland
  • Volume
    2
  • fYear
    2001
  • fDate
    6-9 May 2001
  • Firstpage
    17
  • Abstract
    A method for suppression of electromyogram (EMG) interference in electrocardiogram (EGG) recordings is presented, It combines inter-beats and intra-beats decorrelation techniques with transform domain Wiener filtering. The interbeats relations are kept by a short window DCT over multichannel data representing the successive beats, and the Wiener filtering is performed in translation-invariant wavelet domain. The method results in improved signal-to-noise ratio of the processed signals and reduced ripple artifacts around the signal transients, thus preserving the true waveform in diagnostically important signal segments. The algorithm´s structure allows an on-line parallel processing and can be built in the ECG registration systems
  • Keywords
    decorrelation; discrete cosine transforms; electrocardiography; electromyography; interference suppression; medical signal processing; ECG registration; EMG; Wiener filtering; diagnostics; electrocardiogram recordings; electromyogram interference suppression; interbeat decorrelating transforms; intra-beat decorrelating transforms; multichannel data; online parallel processing; reduced ripple artifacts; signal transients; signal-to-noise ratio; successive beats; transform domain Wiener filtering; translation-invariant wavelet domain; true waveform; Decorrelation; Discrete cosine transforms; Electrocardiography; Electromyography; Interference suppression; Noise reduction; Signal processing; Signal to noise ratio; Wavelet domain; Wiener filter;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2001. ISCAS 2001. The 2001 IEEE International Symposium on
  • Conference_Location
    Sydney, NSW
  • Print_ISBN
    0-7803-6685-9
  • Type

    conf

  • DOI
    10.1109/ISCAS.2001.920995
  • Filename
    920995