• DocumentCode
    2085972
  • Title

    A Separation method of one-channel heart voice signal

  • Author

    Tao Ye-wei ; Zhang Zhong ; Zhang Hui-xiang ; Sun Xia

  • Author_Institution
    Coll. of Math. & Phys., Nanjing Univ. of Posts & Telecommun., Nanjing, China
  • fYear
    2010
  • fDate
    29-31 July 2010
  • Firstpage
    2799
  • Lastpage
    2804
  • Abstract
    This paper presents a new BSS algorithm of single mixed heart voice signal. First the paper discussed the separation model of single-channel heart voice signal and the layered principles. How does this layered work? Can be separated into many layers? The problems are found the solution by to add a reference signal. The equal length layered technique and how to gain independent sub-band functions are studied. Enter the single-channel mixed heart voice signal through the independent sub-band functions, causes it be transformed into the multi-dimensional vector by a dimensional vector, and realized its blind separation and the algorithm does not use the prior knowledge. Finally through the heart voice separation experiments confirmed this method validity and the feasibility.
  • Keywords
    bioacoustics; blind source separation; cardiology; independent component analysis; medical signal processing; blind signal separation algorithm; equal length layered technique; multidimensional vector; separation method; single channel mixed heart voice signal; sub-band functions; Blind source separation; Eigenvalues and eigenfunctions; Heart; Sensors; Training data; Valves; Independent Sub-Band Functions; Layered Technique; Single-Channel Heart Voice Signal;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (CCC), 2010 29th Chinese
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4244-6263-6
  • Type

    conf

  • Filename
    5572605