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
Link To Document