• DocumentCode
    3392836
  • Title

    The joint estimation of source number and DOA non-based on the Eigen decomposition approach

  • Author

    Lutao, Liu ; Xicai, Si ; Liguo, Wang

  • Author_Institution
    Col. of Inf. & Telecommun. Eng., Harbin, China
  • fYear
    2010
  • fDate
    24-28 Oct. 2010
  • Firstpage
    376
  • Lastpage
    380
  • Abstract
    A new concept `propagator´ for array signal processing is recently introduced, the properties of which have been proven useful for DO A (Direction of Arrival) estimation. This attractive concept is the propagator which can easily be extracted from the cross spectral matrix of the received signals for DOA estimation without Eigen-decomposition. But supplying propagator for DOA estimation has to know the number of sources received by array, which limits the application of propagator in Radar, Sonar and passive detection system. Based on multivariate analysis method, a joint estimation of the number of sources and DOA by propagator method (PM) is presented. It shows that the performance of proposed method with less complexity, effectiveness and high resolution.
  • Keywords
    array signal processing; direction-of-arrival estimation; eigenvalues and eigenfunctions; DOA; Eigen decomposition; Radar; Sonar; array signal processing; cross spectral matrix; direction of arrival estimation; multivariate analysis method; passive detection system; propagator method; Arrays; Direction of arrival estimation; Estimation; Matrix decomposition; Signal processing algorithms; Signal to noise ratio; Array signal processing; DOA estimation; multivariate analysis; source number estimation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing (ICSP), 2010 IEEE 10th International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4244-5897-4
  • Type

    conf

  • DOI
    10.1109/ICOSP.2010.5655189
  • Filename
    5655189