• DocumentCode
    1196216
  • Title

    Amplitude estimation of a signal with known waveform in the presence of steering vector uncertainties

  • Author

    Besson, Olivier ; Varfolomeev, Gleb ; Vincent, François

  • Author_Institution
    Dept. of Avionics & Syst., ENSICA, Toulouse, France
  • Volume
    53
  • Issue
    11
  • fYear
    2005
  • Firstpage
    4403
  • Lastpage
    4407
  • Abstract
    In this correspondence, we address the problem of estimating the amplitude of a signal with known waveform received on an array of sensors and we consider the case where there exist uncertainties about the spatial signature of the signal of interest. Closed-form expressions for the Crame´r-Rao bound are derived and the respective influence of the uncertainties and the number of snapshots is studied. The maximum likelihood estimator (MLE) of the signal of interest amplitude along with the covariance matrix of the interferences and noise is also derived and an iterative algorithm is presented to obtain the ML estimates.
  • Keywords
    amplitude estimation; array signal processing; covariance matrices; iterative methods; maximum likelihood estimation; Cramer-Rao bound; MLE; covariance matrix; interferences; iterative algorithm; maximum likelihood estimator; noise; sensors array; signal amplitude estimation; spatial signature; steering vector uncertainties; waveform; Aerospace electronics; Amplitude estimation; Covariance matrix; Direction of arrival estimation; Maximum likelihood estimation; Noise level; Phased arrays; Sensor arrays; State estimation; Uncertainty;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/TSP.2005.857064
  • Filename
    1519706