• DocumentCode
    2262333
  • Title

    Minimum mean square error estimates of invariant parameters in the quadrate of ISAR signal amplitude

  • Author

    Lazarov, Andon Dimitrov

  • Author_Institution
    Mil. Acad. for Artillery & Air Defence, Shoumen, Bulgaria
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    392
  • Lastpage
    396
  • Abstract
    A minimum mean square error (MMSE) method for estimation of the invariant geometric and kinematic parameters of the quadrate amplitude of the inverse synthetic aperture radar (ISAR) signal. is suggested. This method is an alternative to the correlation-spectral techniques used for ISAR signal processing. This computational technique is based on minimizing the mean square error in the approximation of the quadrate ISAR signal amplitude. An analytical expression of the quadrate amplitude of the ISAR signal, reflected by an object moving in a rectilinear trajectory in the ISAR pattern, is derived. The computational MMSE parameter extraction procedure is structured. The vector of the evaluated invariant parameters is defined. Analytical expressions for determining the elements of the matrixes from the calculating procedure are obtained. A simulation experiment proving the efficiency of the developed algorithm is performed. The MMSE method reveals the possibility for direct reconstruction of the object´s geometry in the field of values of the invariant geometric parameters. The worked out approximation parameter extraction MMSE technique can be applied for image reconstruction in the theory and practice of inverse aperture synthesis
  • Keywords
    image reconstruction; iterative methods; least mean squares methods; matrix algebra; parameter estimation; radar imaging; radar theory; synthetic aperture radar; image reconstruction; invariant geometric parameters; invariant kinematic parameters; inverse synthetic aperture radar; iterative MMSE approximation method; minimum mean square error estimates; parameter estimation; quadrate ISAR signal amplitude; rectilinear trajectory; Amplitude estimation; Image reconstruction; Inverse synthetic aperture radar; Kinematics; Mean square error methods; Parameter estimation; Parameter extraction; Pattern analysis; Radar signal processing; Signal analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Radar, 2001 CIE International Conference on, Proceedings
  • Conference_Location
    Beijing
  • Print_ISBN
    0-7803-7000-7
  • Type

    conf

  • DOI
    10.1109/ICR.2001.984714
  • Filename
    984714