Advanced Search
Volume 25 Issue 7
Jul.  2003
Turn off MathJax
Article Contents
Liu Jianqiang, Feng Dazheng. Blind sources separation in impulse noise[J]. Journal of Electronics & Information Technology, 2003, 25(7): 896-900.
Citation: Liu Jianqiang, Feng Dazheng. Blind sources separation in impulse noise[J]. Journal of Electronics & Information Technology, 2003, 25(7): 896-900.

Blind sources separation in impulse noise

  • Received Date: 2002-01-10
  • Rev Recd Date: 2002-08-29
  • Publish Date: 2003-07-19
  • Blind separation of sources consists of recovering a set of signals of which only-instantaneous linear mixing is observed. This paper presents a novel blind source separation method when noises are complex isotropic SaS process. SaS processes can describe many-signals and noises with impulsive nature, but its second order and high order statistics are infinite, so, a subspace approach is used to process the observed data, then joint approximate diagonalization of eigen-matrices is used to estimate the mixing matrix and source signals. Computer simulation shows the high performance of the proposed method.
  • loading
  • M. Shao, C. L. Nikias, Signal Processing with Alpha-Stable Distributions and Applications, New York: Wiley, 1995.[2]A. Belouchrani, K. Abed-Meraim, J. F. Cardoso, E. Moulines, A blind source separation technique using second-order statistics, IEEE Trans. on Signal Processing, 1997, SP-45(2), 434-444.[3]J.F. Cardoso, A. Souloumiac, Blind beamforming for uon-Gaussian signals, IEE Proc.-F, 1993,140(6), 362-370.[4]G. Shamorodnistky, M. S Taqqu, Stable non-Gaussian random processes: stochastic models with infinite variance, New York: Chapman Hall, 1994. [5]P. Tsakalides, C. L. Nikias, The robust covariation-based MUSIC(ROC-MUSIC) algorithm for bearing estimation in impulsive noise environments, IEEE Trans. on Signal Processing, 1996,SP-44(7), 1623-1633.[5]Liu Tsung-Hsien, M. Mendel, A subspace-based direction finding algorithm using fractional lower order statistics, IEEE Trans. on Signal Processing, 2001, SP-49(8), 1605-1613.[6]J.F. Cardoso, E. Moulines, Asymptotic performance analysis of direction-finding algorithms based on fourth-order cumulants, IEEE Trans. on Signal Processing, 1995, SP-43(1), 214-224.
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Article Metrics

    Article views (2223) PDF downloads(519) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return