DocumentCode
1882948
Title
Improved calculation of monopulse target RCS
Author
Smith, L. Donnie ; Blair, W. Dale
Author_Institution
Georgia Tech Res. Inst., Atlanta, GA, USA
fYear
2012
fDate
3-10 March 2012
Firstpage
1
Lastpage
5
Abstract
In monopulse radar target tracking systems, estimation of the radar cross section (RCS) of a given target under track is important for many reasons that include efficient waveform selection and revisit rate. In practice, for Rayleigh (Swerling I and II) targets, the RCS is calculated assuming an exponentially distributed observed SNR and using the parameter estimator for that distribution. However, detection thresholding and voltage saturation result in a censored distribution that may not be well addressed by the exponential estimator. In this paper, a maximum likelihood estimator of the target RCS is derived and compared to exponential parameter estimation. In addition, computationally cheaper approximations of the MLE are suggested and evaluated.
Keywords
exponential distribution; maximum likelihood estimation; radar cross-sections; radar tracking; target tracking; Rayleigh targets; censored distribution; detection thresholding; exponential distribution; exponential parameter estimation; maximum likelihood estimator; monopulse radar target tracking systems; monopulse target RCS; radar cross section estimation; voltage saturation; waveform selection; Approximation methods; Maximum likelihood estimation; Radar cross section; Radar tracking; Signal to noise ratio; Target tracking;
fLanguage
English
Publisher
ieee
Conference_Titel
Aerospace Conference, 2012 IEEE
Conference_Location
Big Sky, MT
ISSN
1095-323X
Print_ISBN
978-1-4577-0556-4
Type
conf
DOI
10.1109/AERO.2012.6187188
Filename
6187188
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