• DocumentCode
    492158
  • Title

    Independent Sub-Band Function Applied in Electrocardiogram Signal Processing

  • Author

    Nian-qiang, LI ; Ping, LI

  • Author_Institution
    Univ. of Jinan, Jinan
  • fYear
    2008
  • fDate
    21-22 Dec. 2008
  • Firstpage
    529
  • Lastpage
    531
  • Abstract
    The QRS complexes is the most string waveform within the electrocardiogram (ECG). Because QRS detection provides the fundamentals for automated ECG analysis algorithms, within the last decades many algorithms have been developed, each of which has different strengths and weaknesses. In this paper, we deal with the elimination of artifacts (electrodes, muscle, etc.) from the ECG signal, in order to estimate the mixing parameters in real time, we present algorithm employs a modified signal processing technique to accomplish blind source separation (independent sub-band function). Thus we can use blind source separation (BSS) to apply to separate the QRS complexes from ECG signals. The proposed algorithms perform better as compared with published results of other QRS detectors tested on the same ECG data.
  • Keywords
    blind source separation; electrocardiography; independent component analysis; medical signal processing; QRS detection; blind source separation; electrocardiogram signal processing; independent component analysis; independent sub-band function; string waveform; Algorithm design and analysis; Blind source separation; Electrocardiography; Electrodes; Muscles; Parameter estimation; Performance evaluation; Signal processing; Signal processing algorithms; Source separation; BSS; ECG; QRS Detection; independent sub-band function;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Knowledge Acquisition and Modeling Workshop, 2008. KAM Workshop 2008. IEEE International Symposium on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-1-4244-3530-2
  • Electronic_ISBN
    978-1-4244-3531-9
  • Type

    conf

  • DOI
    10.1109/KAMW.2008.4810541
  • Filename
    4810541