• DocumentCode
    730432
  • Title

    Low-complexity robust DOA estimation

  • Author

    Dumitrescu, Bogdan ; Rusu, Cristian ; Tabus, Ioan ; Astola, Jaakko

  • Author_Institution
    Dept. of Signal Process., Tampere Univ. of Technol., Tampere, Finland
  • fYear
    2015
  • fDate
    19-24 April 2015
  • Firstpage
    2794
  • Lastpage
    2798
  • Abstract
    We propose a low complexity method for estimating direction of arrival (DOA) when the positions of the array sensors are affected by errors with known magnitude bound. This robust DOA method is based on solving an optimization problem whose solution is obtained in two stages. First, the problem is relaxed and the corresponding power estimation has an expression similar to that of standard beamforming. If the relaxed solution does not satisfy the magnitude bound, an approximation is made by projection. Unlike other robust DOA methods, no eigenvalue decomposition is necessary and the complexity is similar to that of MVDR. For low and medium SNR, the proposed method competes well with more complex methods and is clearly better than MVDR.
  • Keywords
    array signal processing; direction-of-arrival estimation; eigenvalues and eigenfunctions; array sensors; direction of arrival; eigenvalue decomposition; low-complexity robust DOA estimation; power estimation; standard beamforming; Arrays; Indexes; Robustness; Tin; direction of arrival; optimization; robustness; spectral power density;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on
  • Conference_Location
    South Brisbane, QLD
  • Type

    conf

  • DOI
    10.1109/ICASSP.2015.7178480
  • Filename
    7178480