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...
| Published in: | Радіоелектронні і комп'ютерні системи |
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| Main Authors: | , , , , , , , |
| Format: | Article |
| Language: | English |
| Published: |
National Aerospace University «Kharkiv Aviation Institute»
2021-02-01
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| Subjects: | |
| Online Access: | http://nti.khai.edu/ojs/index.php/reks/article/view/1351 |
| _version_ | 1851877738263085056 |
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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. |
| format | Article |
| id | doaj-art-e2b1b7ebf4eb4bc2865579e152a3e057 |
| institution | Directory of Open Access Journals |
| issn | 1814-4225 2663-2012 |
| language | English |
| publishDate | 2021-02-01 |
| publisher | National Aerospace University «Kharkiv Aviation Institute» |
| record_format | Article |
| 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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