Methods of assessing the informativeness of the parameters of the radiation of airborne radars of aircraft using the method of simulation simulation
DOI:
https://doi.org/10.34169/2414-0651.2019.2(22).56-63Keywords:
radiofrequency aircraft, onboard radar station, radiation parameters, simulation statistical model, a priori vocabulary of signal signs, informative signs, algorithm of recognition, alphabet classesAbstract
The article describes the methodology for estimating the informativity of radiation parameters of onboard radar stations (BRLS) when using them as signaling signs for the recognition of aircraft (LA) by means of radioelectronic observation. The method is based on the method of simulation statistical modeling and to evaluate the informativity of the radar radiation parameters by the magnitude of the increase in the probability of correct recognition of the LA with the sequential addition of the features included in the a priori vocabulary. The a priori vocabulary of the signal signs of the aircraft, which consists of 12 frequency-time parameters, is determined by the modes of operation of transmitting devices and methods of space review by antenna systems of the radar system. The results of estimating the informative nature of the signal characteristics included in the a priori vocabulary are given, depending on the errors of their measurement and the type of the used recognition algorithm.
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References
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3. Horelyk, A. L., Skrypkyn, V. A. Metody raspoznavanyya. M.: Vysshaya shkola, 1989, p. 232.
4. Zahoruyko, N. H. Prykladnye metody analyza dannykh y znanyy / N. H. Zahoruyko. – Novosibirsk: YM SO RAN, 1999, p. 270.
5. Kutin, H. Y. (1981) "Metody ranzhyrovky kompleksov pryznakov", Zarubezhnaya radioelektronika, No. 9, pp. 54-69.
6. Zhukevych, A. Y. Yspolzovanye ontolohyy pry postroenyy system raspoznavanyya obrazov / A. Y. Zhukevych, E. V. Olyzarovych, V. H. Rodchenko // 2011. Available at: https://elib.grsu.by/katalog/161721-346625.pdf
7. Rodchenko, V. H. Metod postroenyya slovarya ynformatyvnykh pryznakov pry proektyrovanyy system raspoznavanyya / Rodchenko V. H., 2006. Available at: http://iai.kpi.ua/_archive/2006/Rodchenko.pdf
8. Rodchenko, V. H. Ob odnom podkhode k reshenyyu problemy separyrovanyya yskhodnykh pryznakov po stepeny ykh ynformatyvnosty na osnove analyza klassyfytsyrovannoy obuchayushchey vyborky / V. H. Rodchenko // Vesnik HrDU im. Yanki Kupaly. Ser 2. Matematyka, 2004, No. 2, pp. 86-89. Available at: https://elib.grsu.by/doc/8886.
9. Kolesnykova, S. Y. (2009) "Metody analyza ynformatyvnosty raznotypnykh pryznakov", Vestnyk Tomskoho hosudarstvennoho unyversyteta, No. 1(6), pp. 69-80. Available at: http://journals.tsu.ru/informatics/.
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11. Monyd, S. E. Sravnytelnyy analyz metodov vybora ynformatyvnykh pryznakov / S. E. Monyd // Trudy Vserossyyskoy Konferentsyy «Znanyya-Ontolohyy-Teoryy» (ZONT-09), 2009, Vol. 1, Novosybyrsk: Yzd. YM SO RAN. Available at: https://istina.msu.ru/collections/4950196/
12. Volchenko, E. V. (2012) "Metod sovmestnoho postroenyya reshayushchykh pravyl y vybora slovarya pryznakov po vzveshennym obuchayushchym vyborkam", Yskusstvennyy yntellekt, No. 4, pp. 316-323. Available at: http://dspace.nbuv.gov.ua/xmlui/bitstream/handle/123456789/57731/32-Volchenko.pdf?s
13. Brytyk V. Y., Ehorova E. A. (2008) "Vydelenye ynformatyvnykh pryznakov v zadachakh raspoznavanyya obrazov", BYONYKA YNTELLEKTA, No. 1(68), pp. 94-100. Available at: http://openarchive.nure.ua/bitstream/document/592/1/Bionica_intellekta-Kh-HNURE-Vip1(68)-2008-rus-094-100.pdf
14. Melnykov, Yu. P. Vozdushnaya radyotekhnycheskaya razvedka. Metody otsenky effektyvnosty. – M: Radyotekhnyka, 2005, p. 304.
15. Alekseev, A. A., Kyryllov, A. B. Tekhnycheskyy analyz syhnalov y raspoznavanye radyoyzluchenyy. Yzd. VAS ym. S. M. Budennoho. – SPb, 1998, p. 368. Available at: https://www.twirpx.com/file/1581717
16. Kaliuzhnyi, N. M., Nikolaiev, Y. M., Popov, A. M., Kolesnyk, V. Y. Yssledovanye vlyyanyya ynformatyvnosty y tochnosty yzmerenyya parametrov syhnalov na effektyvnost raspoznavanyya typov y rezhymov raboty radyoyzluchayushchykh ystochnykov // Nauchnye trudy 4-ho Mezhdunarodnoho radyoelektronnoho foruma «Prykladnaya radyoelektronyka. Sostoyanye y perspektyvnykh razvytyya», 2011, Vol. 1, ch. 2, pp. 162–165.
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Published
2019-06-16
How to Cite
Nikolaiev, I. M., Kalyuzhnyi, M., Khryapkin А. ., & Kolesnyk, V. I. (2019). Methods of assessing the informativeness of the parameters of the radiation of airborne radars of aircraft using the method of simulation simulation. Weapons and Military Equipment, 22(2), 56–63. https://doi.org/10.34169/2414-0651.2019.2(22).56-63
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RADIO-TECHNICAL FACILITIES
