• DocumentCode
    2325707
  • Title

    A two-stage approach to estimate parameters of locally distributed source

  • Author

    Han, Yinghua ; Wang, Jinkuan ; Zhao, Qiang ; Wang, Bin

  • Author_Institution
    Northeastern Univ. at Qinhuangdao, Qinhuangdao, China
  • fYear
    2010
  • fDate
    10-12 April 2010
  • Firstpage
    425
  • Lastpage
    428
  • Abstract
    We propose a new two-stage approach to estimate the central direction-of-arrival (DOA) and angular spread of locally distributed source. In contrast to earlier works, an advantage of this method is that it has decoupled the central DOA and angular spread based on the steering vector which is a Schur-Hadamard product. So the central DOA can be estimated in a preliminary stage, and then angular spread is obtained by a proposed second-order statistics with a closed-form solution. Comparing with classic earlier algorithms, it has a lower computational complexity avoiding peak-finding searching. It is shown from simulation results that the proposed approach exhibits good estimation performance.
  • Keywords
    computational complexity; direction-of-arrival estimation; parameter estimation; statistics; DOA; Schur-Hadamard product; central direction-of-arrival; closed-form solution; computational complexity; locally distributed source parameter estimation; peak-finding searching; second-order statistics; two-stage approach; Array signal processing; Closed-form solution; Computational complexity; Computational efficiency; Direction of arrival estimation; Linear antenna arrays; Parameter estimation; Sensor arrays; Statistical distributions; Statistics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Networking, Sensing and Control (ICNSC), 2010 International Conference on
  • Conference_Location
    Chicago, IL
  • Print_ISBN
    978-1-4244-6450-0
  • Type

    conf

  • DOI
    10.1109/ICNSC.2010.5461558
  • Filename
    5461558