• DocumentCode
    887016
  • Title

    The Cramer-Rao lower bound for directions of arrival of Gaussian cyclostationary signals

  • Author

    Schell, Stephan V. ; Gardne, William A.

  • Author_Institution
    Dept. of Electr. Eng. & Comput. Sci., California Univ., Davis, CA, USA
  • Volume
    38
  • Issue
    4
  • fYear
    1992
  • fDate
    7/1/1992 12:00:00 AM
  • Firstpage
    1418
  • Lastpage
    1422
  • Abstract
    The Cramer-Rao lower bound on the variance of estimates of directions of arrival, signal strengths, and carrier frequencies and phases of cyclostationary signals arriving at an array is considered. Numerical evaluations of the bound for the estimates of directions of arrival show that it can be orders of magnitude lower than the corresponding bound for stationary signals, despite the great number of unknown parameters in the former case. Comparisons with the mean squared error of direction estimates obtained by the cyclic least squares algorithm show that the bound is not overly optimistic
  • Keywords
    parameter estimation; signal processing; Cramer-Rao lower bound; Gaussian cyclostationary signals; array processing; carrier frequencies; carrier phase; cyclic least squares algorithm; directions of arrival; parameter estimation; sensor array; signal strengths; Autocorrelation; Direction of arrival estimation; Frequency estimation; Frequency shift keying; Gaussian noise; Phase estimation; Phase noise; Phased arrays; Sensor arrays; Signal processing;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/18.144730
  • Filename
    144730