Email this article Technique for recognition of aircrafts and radar traps in the control circuit of airspace control system based on neural network technology
- Authors: Bobin A.V1, Azarov V.A1, Bulgakov S.A1, Savin D.A1
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Affiliations:
- Moscow State University of Mechanical Engineering (MAMI), National Research University Higher School of Economics
- Issue: Vol 7, No 1-4 (2013)
- Pages: 124-130
- Section: Articles
- URL: https://journals.rcsi.science/2074-0530/article/view/67843
- DOI: https://doi.org/10.17816/2074-0530-67843
- ID: 67843
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Abstract
The paper proposes a method for building of automatic recognizers of aircrafts on a set of radar measurements based on the cascade of multilayer feedforward neural networks. The practical application of this technique in recognizing of three types of aircraft is presented as well.
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##article.viewOnOriginalSite##About the authors
A. V Bobin
Moscow State University of Mechanical Engineering (MAMI), National Research University Higher School of Economics
Email: alvbobin@gmail.com
Ph.D.
V. A Azarov
Moscow State University of Mechanical Engineering (MAMI), National Research University Higher School of Economics
S. A Bulgakov
Moscow State University of Mechanical Engineering (MAMI), National Research University Higher School of Economics
D. A Savin
Moscow State University of Mechanical Engineering (MAMI), National Research University Higher School of Economics
References
- Bishop, Chris. M. Neural Networks for Pattern Recognition. –Oxford: University Press, 2005.
- Ту Дж., Гонсалес Р. Принципы распознавания образов. – М.: Мир, 1978.
- Фукунага К. Введение в статистическую теорию распознавания образов. –М.: Наука, 1979.
- Потапов А.С. Распознавание образов и машинное восприятие. –Изд. Политехника, 2007.
- Хайкин, Саймон. Нейронные сети: полный курс.: Пер. с англ. – М.: «Вильямс», 2006.
- Осовский С. Нейронные сети для обработки информации. –М.: Финансы и статистика, 2004.
- Бакулев П.А. Радиолокационные системы. – М.: Радиотехника, 2004.
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