• DocumentCode
    3482450
  • Title

    A two dimensional wavelet packet approach for ECG compression

  • Author

    Moghaddam, Ahmad Reza A ; Nayebi, Kambiz

  • Volume
    1
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    226
  • Abstract
    An improved compression algorithm for ECG signals is presented using temporal alignment of beats and 2-D wavelet packet transform (WPT). This 2-D transform based approach utilizes the fact that the electrocardiogram (ECG) signals generally show two types of correlation, namely correlation between subsequent samples within each ECG cycle (intrabeat) and correlation between subsequent cycles (interbeat). One simple compression algorithm in the 2-D WPT domain, which is applied to some records in the MIT-BIH arrhythmia database shows lower percent root mean square difference (PRD) than 1-D wavelet based compression methods for the same compression ratio (CR)
  • Keywords
    correlation methods; data compression; electrocardiography; medical signal processing; wavelet transforms; 2D wavelet packet transform; ECG compression; ECG cycle; ECG signals; MIT-BIH arrhythmia database; compression algorithm; compression ratio; correlation; electrocardiogram; intrabeat; percent root mean square difference; temporal alignment; temporal beat alignment; Compression algorithms; Discrete wavelet transforms; Electrocardiography; Entropy; Fourier transforms; Signal analysis; Time frequency analysis; Wavelet domain; Wavelet packets; Wavelet transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and its Applications, Sixth International, Symposium on. 2001
  • Conference_Location
    Kuala Lumpur
  • Print_ISBN
    0-7803-6703-0
  • Type

    conf

  • DOI
    10.1109/ISSPA.2001.949818
  • Filename
    949818