Optimal radar cross section estimation in synthetic aperture radar with planar antenna array

The optimization problem of statistical synthesis of the method for radar cross section estimation in synthetic aperture radar with planar antenna array is solved. The desired radar cross section is given as a statistical characteristic of a spatially inhomogeneous complex scattering coefficient of...

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Published in:Радіоелектронні і комп'ютерні системи
Main Authors: Valeriy Volosyuk, Simeon Zhyla, Vladimir Pavlikov, Dmitriy Vlasenko, Vladimir Kosharskiy, Denis Kolesnikov, Olga Inkarbaeva, Kseniya Nezhalskaya
Format: Article
Language:English
Published: National Aerospace University «Kharkiv Aviation Institute» 2021-02-01
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Online Access:http://nti.khai.edu/ojs/index.php/reks/article/view/1351
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author Valeriy Volosyuk
Simeon Zhyla
Vladimir Pavlikov
Dmitriy Vlasenko
Vladimir Kosharskiy
Denis Kolesnikov
Olga Inkarbaeva
Kseniya Nezhalskaya
author_facet Valeriy Volosyuk
Simeon Zhyla
Vladimir Pavlikov
Dmitriy Vlasenko
Vladimir Kosharskiy
Denis Kolesnikov
Olga Inkarbaeva
Kseniya Nezhalskaya
author_sort Valeriy Volosyuk
collection DOAJ
container_title Радіоелектронні і комп'ютерні системи
description The optimization problem of statistical synthesis of the method for radar cross section estimation in synthetic aperture radar with planar antenna array is solved. The desired radar cross section is given as a statistical characteristic of a spatially inhomogeneous complex scattering coefficient of the studying media. In fact it is developed new methods of inverse problems solution not with respect to the restoration of coherent images in the form of spatial distribution of complex scattering coefficient but with respect to the statistical characteristics of inhomogeneous (spatially nonstationary) random processes. The electrophysical parameters of surfaces and their statistical characteristics are considered as functions of spatial coordinates. The maximum likelihood method was chosen as the optimization method. The obtained results make it possible to determine the multichannel structure, the optimal method of surface observation and the potential spatial resolution in aerospace scatterometric radars with antenna array. Optimal operations for processing space-time signals are determined and a modified method for synthesizing antenna aperture is proposed, which in contrast to the classical algorithm for synthesizing antenna aperture that integrates the product of the received signal and the reference signal equal to a single signal additionally implements the decorrelation of signals reflected from the earth's surface, The new operation of the scattered signals decorrelation consists in their integration with the space-time inverse correlation function. To confirm the reliability of the results obtained, simulation modeling of the classical method for the synthesis of coherent images and the proposed optimal one was carried out. From the analysis of the results it flows that propose method has higher quality and smaller size of spackle noise. The results obtained in the article can be used to develop and substantiate the requirements for the tactical and technical characteristics of promising aerospace-based scatterometric radars with planar phased antenna arrays.
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spelling doaj-art-e2b1b7ebf4eb4bc2865579e152a3e0572025-08-19T22:14:26ZengNational Aerospace University «Kharkiv Aviation Institute»Радіоелектронні і комп'ютерні системи1814-42252663-20122021-02-0101505910.32620/reks.2021.1.041367Optimal radar cross section estimation in synthetic aperture radar with planar antenna arrayValeriy Volosyuk0Simeon Zhyla1Vladimir Pavlikov2Dmitriy Vlasenko3Vladimir Kosharskiy4Denis Kolesnikov5Olga Inkarbaeva6Kseniya Nezhalskaya7National Aerospace University "Kharkiv Aviation Institute", KharkivNational Aerospace University "Kharkiv Aviation Institute", KharkivNational Aerospace University "Kharkiv Aviation Institute", KharkivNational Aerospace University "Kharkiv Aviation Institute", KharkivNational Aerospace University "Kharkiv Aviation Institute", KharkivNational Aerospace University "Kharkiv Aviation Institute", KharkivNational Aerospace University "Kharkiv Aviation Institute", KharkivNational Aerospace University "Kharkiv Aviation Institute", KharkivThe optimization problem of statistical synthesis of the method for radar cross section estimation in synthetic aperture radar with planar antenna array is solved. The desired radar cross section is given as a statistical characteristic of a spatially inhomogeneous complex scattering coefficient of the studying media. In fact it is developed new methods of inverse problems solution not with respect to the restoration of coherent images in the form of spatial distribution of complex scattering coefficient but with respect to the statistical characteristics of inhomogeneous (spatially nonstationary) random processes. The electrophysical parameters of surfaces and their statistical characteristics are considered as functions of spatial coordinates. The maximum likelihood method was chosen as the optimization method. The obtained results make it possible to determine the multichannel structure, the optimal method of surface observation and the potential spatial resolution in aerospace scatterometric radars with antenna array. Optimal operations for processing space-time signals are determined and a modified method for synthesizing antenna aperture is proposed, which in contrast to the classical algorithm for synthesizing antenna aperture that integrates the product of the received signal and the reference signal equal to a single signal additionally implements the decorrelation of signals reflected from the earth's surface, The new operation of the scattered signals decorrelation consists in their integration with the space-time inverse correlation function. To confirm the reliability of the results obtained, simulation modeling of the classical method for the synthesis of coherent images and the proposed optimal one was carried out. From the analysis of the results it flows that propose method has higher quality and smaller size of spackle noise. The results obtained in the article can be used to develop and substantiate the requirements for the tactical and technical characteristics of promising aerospace-based scatterometric radars with planar phased antenna arrays.http://nti.khai.edu/ojs/index.php/reks/article/view/1351synthetic aperture radarradar cross sectionstatistical optimization
spellingShingle Valeriy Volosyuk
Simeon Zhyla
Vladimir Pavlikov
Dmitriy Vlasenko
Vladimir Kosharskiy
Denis Kolesnikov
Olga Inkarbaeva
Kseniya Nezhalskaya
Optimal radar cross section estimation in synthetic aperture radar with planar antenna array
synthetic aperture radar
radar cross section
statistical optimization
title Optimal radar cross section estimation in synthetic aperture radar with planar antenna array
title_full Optimal radar cross section estimation in synthetic aperture radar with planar antenna array
title_fullStr Optimal radar cross section estimation in synthetic aperture radar with planar antenna array
title_full_unstemmed Optimal radar cross section estimation in synthetic aperture radar with planar antenna array
title_short Optimal radar cross section estimation in synthetic aperture radar with planar antenna array
title_sort optimal radar cross section estimation in synthetic aperture radar with planar antenna array
topic synthetic aperture radar
radar cross section
statistical optimization
url http://nti.khai.edu/ojs/index.php/reks/article/view/1351
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AT vladimirpavlikov optimalradarcrosssectionestimationinsyntheticapertureradarwithplanarantennaarray
AT dmitriyvlasenko optimalradarcrosssectionestimationinsyntheticapertureradarwithplanarantennaarray
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