• DocumentCode
    643713
  • Title

    Robust adaptive beamforming method based on interference-plus-noise covariance matrix

  • Author

    Yunshan Hou ; Lin Xue ; Yong Jin

  • Author_Institution
    Coll. of Electron. & Inf. Eng., Henan Univ. of Sci. & Technol., Luoyang, China
  • fYear
    2013
  • fDate
    5-8 Aug. 2013
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    In order to improve the performance of adaptive beamforming, this paper proposes a robust adaptive beamforming algorithm. In this algorithm, first the signal-free interference-plus-noise covariance matrix is reconstructed using MUSIC spatial spectrum as the power density distribution, then the optimization problem of estimating the desired signal steering vector is formulated by maximizing the array output power and adopting spherical set constraint, next the Lagrange multiplier method is employed to yield the computing formula of the optimal steering vector of desired signal. Simulation results demonstrate that the performance of proposed adaptive beamformer is almost always close to optimal in a very large range of signal-to-noise ratio(SNR), outperforming existing adaptive beamformers.
  • Keywords
    adaptive signal processing; array signal processing; covariance matrices; estimation theory; interference (signal); optimisation; signal classification; signal reconstruction; vectors; Lagrange multiplier method; MUSIC spatial spectrum; SNR; array output power maximization; multiple signal classification; optimal signal steering vector estimation; optimization problem; power density distribution; robust adaptive beamforming method; signal reconstruction; signal-free interference-plus-noise covariance matrix; signal-to-noise ratio; spherical set constraint; Array signal processing; Arrays; Covariance matrices; Interference; Robustness; Signal to noise ratio; Vectors; Adaptive beamforming; Signal to Interference plus Noise Ratio(SINR); Spatial spectrum; Steering vector;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing, Communication and Computing (ICSPCC), 2013 IEEE International Conference on
  • Conference_Location
    KunMing
  • Type

    conf

  • DOI
    10.1109/ICSPCC.2013.6664033
  • Filename
    6664033