• DocumentCode
    3458976
  • Title

    Enhanced fast DOA algorithm through shrinking signal subspace and noise pseudo eigenvector using forward-backward method

  • Author

    Haque, F. ; Reaz, K. ; Matin, M.A.

  • Author_Institution
    Dept. of Electr. Eng. & Comput. Sci., North South Univ., Dhaka, Bangladesh
  • fYear
    2011
  • fDate
    4-7 Dec. 2011
  • Firstpage
    509
  • Lastpage
    513
  • Abstract
    The efficiency of the smart antennas greatly relies on the correctness and quickness of direction of arrival (DOA) estimation. This paper provides an enhanced approach for estimating direction of arrival through shrinking signal subspace and noise pseudo eigenvector using forward-backward method for real-time applications in non-stationary environment. Our proposed algorithm gives enhanced performance than Kim´s method in terms of resolution by detecting uncorrelated and coherent signal simultaneously. The proposed algorithm does not require prior knowledge of incoming signal and formation of covariance matrix. Thus it reduces computational complexity in comparison to other algorithms. The simulation shows that our proposed technique has improved the performance in terms of single snap shot and can be applied in real-time application for non-stationary sources.
  • Keywords
    adaptive antenna arrays; computational complexity; correlation theory; covariance matrices; direction-of-arrival estimation; eigenvalues and eigenfunctions; signal detection; signal resolution; Kim method; coherent signal detection resolution; computational complexity; covariance matrix; direction estimating; enhanced fast DOA algorithm; enhanced fast direction of arrival estimation; forward-backward method; noise pseudo eigenvector; shrinking signal subspace; smart antenna efficiency; uncorrelated detection resolution; Arrays; Direction of arrival estimation; Estimation; Noise; Signal processing algorithms; Signal resolution; Vectors; Direction of Arrival (DOA); Forward-Backward Method; Noise Pseudo eigen vector; Shrinking Signal Subspace;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Applications and Industrial Electronics (ICCAIE), 2011 IEEE International Conference on
  • Conference_Location
    Penang
  • Print_ISBN
    978-1-4577-2058-1
  • Type

    conf

  • DOI
    10.1109/ICCAIE.2011.6162188
  • Filename
    6162188