• DocumentCode
    2463937
  • Title

    Beat reordering for optimal electrocardiogram signal compression using SPIHT

  • Author

    Isa, Sani M. ; Jatmiko, Wisnu ; Arymurthy, Aniati Murni

  • Author_Institution
    Fac. of Comput. Sci., Univ. of Indonesia, Depok, Indonesia
  • fYear
    2012
  • fDate
    14-17 Oct. 2012
  • Firstpage
    226
  • Lastpage
    231
  • Abstract
    An effective electrocardiogram (ECG) signal compression method based on two-dimensional wavelet transform which employs set partitioning in hierarchical trees (SPIHT) and beat reordering technique is presented. This method utilizes the redundancy between adjacent samples and adjacent beats. Beat reordering rearranges beat order in 2D ECG array based on the similarity between adjacent beats. This rearrangement reduces variances between adjacent beats so that the 2D ECG array contains less high frequency component. The experiments on two datasets from MIT-BIH arrhythmia database revealed that the proposed method is more efficient for ECG signal compression in comparison with several previous proposed methods in literature. The experimental results show that the proposed method yields relatively low distortion at high compression rate.
  • Keywords
    electrocardiography; medical signal processing; set theory; trees (mathematics); wavelet transforms; 2D ECG array; ECG signal compression method; MIT-BIH arrhythmia database; SPIHT; beat reordering technique; optimal electrocardiogram signal compression; redundancy; set partitioning in hierarchical trees; two-dimensional wavelet transform; Arrays; Correlation; Databases; Electrocardiography; Encoding; Wavelet transforms; ECG compression; multirate signal processing; set partitioning in hierarchical trees (SPIHT); wavelet transform;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man, and Cybernetics (SMC), 2012 IEEE International Conference on
  • Conference_Location
    Seoul
  • Print_ISBN
    978-1-4673-1713-9
  • Electronic_ISBN
    978-1-4673-1712-2
  • Type

    conf

  • DOI
    10.1109/ICSMC.2012.6377704
  • Filename
    6377704