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공군기지의 C-UAS 센서 배치를 위한 다목적 최적화 모델
  • 신민철 ;
  • 최선주 ;
  • 박종호 ;
  • 오상윤 ;
  • 정찬기
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Publication Year
2022-04
Journal
한국군사과학기술학회지
Publisher
한국군사과학기술학회
Citation
한국군사과학기술학회지, Vol.25 No.2, pp.125-134
Keyword
C-UASSensor PlacementMulti-objective OptimizationNSGA-Ⅱ무인항공기 대응 체계센서 배치다목적 최적화비지배 정렬 유전 알고리즘
Abstract
Recently, there are an increased the number of reports on the misuse or malicious use of an UAS. Thus, many researchers are studying on defense schemes for UAS by developing or improving C-UAS sensor technology. <br>However, the wrong placement of sensors may lead to a defense failure since the proper placement of sensors is critical for UAS defense. In this study, a multi-object optimization model for C-UAS sensor placement in an air base is proposed. To address the issue, we define two objective functions: the intersection ratio of interested area and the minimum detection range and try to find the optimized placement of sensors that maximizes the two functions. C-UAS placement model is designed using a NSGA-II algorithm, and through experiments and analyses the possibility of its optimization is verified.
ISSN
1598-9127
Language
Kor
URI
https://aurora.ajou.ac.kr/handle/2018.oak/37617
https://www.kci.go.kr/kciportal/ci/sereArticleSearch/ciSereArtiView.kci?sereArticleSearchBean.artiId=ART002828518
Type
Article
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Oh, Sangyoon Image
Oh, Sangyoon오상윤
Department of Software and Computer Engineering
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