• DocumentCode
    2556876
  • Title

    A kind of method for direction of arrival estimation based on blind source separation demixing matrix

  • Author

    Kang Chun-yu ; Fan Wen-Tao ; Zhang Xin-hua ; Li Jun

  • Author_Institution
    Res. Center of Signal & Inf., DaLian Navy Acad., Dalian, China
  • fYear
    2012
  • fDate
    29-31 May 2012
  • Firstpage
    134
  • Lastpage
    137
  • Abstract
    Direction of arrival(DOA) estimation is the base of the underwater target orientation, tracking. Based on the characteristic of the array manifold can be estimated by complex blind source separation using the singular value decomposition, a new kind of model and method for DOA estimation is proposed using the directivity patterns of the blind source separation demixing matrix. Its efficiency and stability was tested by simulation data and recorded data in real sea. Results show that it can complete the real-time estimation of the target direction. And it is superior to the minimum variance distortionless response(MVDR) method and the method proposed in relevant literatures, it can obviously improves the detection capability of the sonar system for the faint target signal obviously.
  • Keywords
    blind source separation; direction-of-arrival estimation; singular value decomposition; sonar detection; sonar signal processing; sonar tracking; target tracking; underwater sound; DOA estimation; MVDR method; array manifold; blind source separation; demixing matrix; direction of arrival estimation; directivity pattern; faint target signal detection; minimum variance distortionless response; real sea; singular value decomposition; sonar system detection; stability; target direction estimation; underwater target orientation; underwater target tracking; Arrays; Blind source separation; Direction of arrival estimation; Estimation; Manifolds; Marine vehicles; Sensors; Direction of arrival estimation; blind source separation; demixing matrix; minimum variance distortionless response;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Natural Computation (ICNC), 2012 Eighth International Conference on
  • Conference_Location
    Chongqing
  • ISSN
    2157-9555
  • Print_ISBN
    978-1-4577-2130-4
  • Type

    conf

  • DOI
    10.1109/ICNC.2012.6234543
  • Filename
    6234543