• DocumentCode
    3366688
  • Title

    Maximum likelihood estimation of the angle of arrival of plane waves propagating in a random media

  • Author

    Bong-Gee Song ; Ritcey, J.A.

  • Author_Institution
    Dept. of Electr. Eng., Washington Univ., Seattle, WA, USA
  • Volume
    3
  • fYear
    1994
  • fDate
    20-24 June 1994
  • Firstpage
    1568
  • Abstract
    The problem of angle of arrival estimation of plane waves is well studied. While beamforming is the classical technique, the most recent methods use parametric models of the signals, and maximum likelihood estimation (MLE). We investigate the advantages of using the correct second moment for waves propagating in a random media (WPRM) to model the fluctuations of the arriving signals. In this way, the physics of WPRM is incorporated in our parametric model of the observations. This model is then used as the basis for the MLE. Simulation results show a dramatic improvement in the precision of the estimated angle of arrival.
  • Keywords
    direction-of-arrival estimation; electromagnetic wave propagation; maximum likelihood estimation; angle of arrival estimation; arriving signals; beamforming; maximum likelihood estimation; parametric models; physics; plane waves propagation; random media; second moment; simulation results; Covariance matrix; Maximum likelihood estimation; Parametric statistics; Physics; Predictive models; Random media; Sensor arrays; Signal processing; Vectors; Working environment noise;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Antennas and Propagation Society International Symposium, 1994. AP-S. Digest
  • Conference_Location
    Seattle, WA, USA
  • Print_ISBN
    0-7803-2009-3
  • Type

    conf

  • DOI
    10.1109/APS.1994.408198
  • Filename
    408198