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      확장된 DEVS 형식론 기반 페더레이션의 변환을 통한 C3 복합 체계의 분석 방법 = Method for Analysis of C3 System of Systems Using Transformation of Federation Based on an Extended DEVS Formalism

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      https://www.riss.kr/link?id=A105902006

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      다국어 초록 (Multilingual Abstract)

      The system of systems (SoS) based analysis method for the C3 system consisting of the communication system and the command and control (C2) system has the advantage that detailed analysis is possible, but it requires long execution time per one trial, which makes the analysis of various scenarios difficult. To solve this problem, this paper proposes a method for analysis of C3 SoS using a transformation of a federation into an integrated simulation. This transformation technique reduces the execution time while maintaining accuracy by abstracting the system other than the one to be analyzed, consisting of model hypothesis and function identification. The former can construct an abstracted model for the simulation through the proposed extended Discrete Event Systems Specification (DEVS) formalism and the latter can express the characteristics of the model influenced by other systems. From the case study on C and C2 analysis, the experimental results show that this method shortened the time considerably while maintaining the accuracy within an acceptable error range and we expect that this method will enable the exploratory analysis of the complex systems other than C3.
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      The system of systems (SoS) based analysis method for the C3 system consisting of the communication system and the command and control (C2) system has the advantage that detailed analysis is possible, but it requires long execution time per one trial,...

      The system of systems (SoS) based analysis method for the C3 system consisting of the communication system and the command and control (C2) system has the advantage that detailed analysis is possible, but it requires long execution time per one trial, which makes the analysis of various scenarios difficult. To solve this problem, this paper proposes a method for analysis of C3 SoS using a transformation of a federation into an integrated simulation. This transformation technique reduces the execution time while maintaining accuracy by abstracting the system other than the one to be analyzed, consisting of model hypothesis and function identification. The former can construct an abstracted model for the simulation through the proposed extended Discrete Event Systems Specification (DEVS) formalism and the latter can express the characteristics of the model influenced by other systems. From the case study on C and C2 analysis, the experimental results show that this method shortened the time considerably while maintaining the accuracy within an acceptable error range and we expect that this method will enable the exploratory analysis of the complex systems other than C3.

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      참고문헌 (Reference)

      1 강봉구, "머신러닝 기반의 C2 시스템 추상화를 통한 C3 복합체계에서의 시뮬레이션 기반 통신 시스템 분석" 한국시뮬레이션학회 27 (27): 61-73, 2018

      2 Zeigler, B.P., "Theory of modeling and simulation (2nd Edition)" Academic Press 2001

      3 Perry, W., "Measures of Effectiveness for the information-Age Navy" Rand 2002

      4 Bigelow, J.H., "Implications for model validation of multiresolution, multi perspective modeling and exploratory analysis" Rand 2003

      5 Worden, K., "Identification of pre-sliding and sliding friction dynamics: Grey box and black-box models" 21 (21): 514-534, 2007

      6 IEEE Computer Society, "IEEE standard for modeling and simulation: High level architecture - HLA framework and rules, IEEE Standard 1516-2010"

      7 Porche, I., "Framework for Measuring the Impact of C4ISR Technologies and Concepts on Warfighter Effectiveness Using High Resolution Simulation" Rand 2004

      8 Morris, M.D., "Factorial sampling plans for preliminary computational experiments" 33 (33): 161-174, 1991

      9 Kang, B.G., "Communication analysis of network-centric warfare via transformation of system of systems model into integrated system model using neural network" 2018 : 1-16, 2018

      10 Miner, N.E., "Bridging the Information Gap Between Diverse Modeling and Simulation Tools" Sandia National Lab 2011

      1 강봉구, "머신러닝 기반의 C2 시스템 추상화를 통한 C3 복합체계에서의 시뮬레이션 기반 통신 시스템 분석" 한국시뮬레이션학회 27 (27): 61-73, 2018

      2 Zeigler, B.P., "Theory of modeling and simulation (2nd Edition)" Academic Press 2001

      3 Perry, W., "Measures of Effectiveness for the information-Age Navy" Rand 2002

      4 Bigelow, J.H., "Implications for model validation of multiresolution, multi perspective modeling and exploratory analysis" Rand 2003

      5 Worden, K., "Identification of pre-sliding and sliding friction dynamics: Grey box and black-box models" 21 (21): 514-534, 2007

      6 IEEE Computer Society, "IEEE standard for modeling and simulation: High level architecture - HLA framework and rules, IEEE Standard 1516-2010"

      7 Porche, I., "Framework for Measuring the Impact of C4ISR Technologies and Concepts on Warfighter Effectiveness Using High Resolution Simulation" Rand 2004

      8 Morris, M.D., "Factorial sampling plans for preliminary computational experiments" 33 (33): 161-174, 1991

      9 Kang, B.G., "Communication analysis of network-centric warfare via transformation of system of systems model into integrated system model using neural network" 2018 : 1-16, 2018

      10 Miner, N.E., "Bridging the Information Gap Between Diverse Modeling and Simulation Tools" Sandia National Lab 2011

      11 Sanchez, S.M., "Better than a petaflop: The power of efficient experimental design" 60-74, 2009

      12 Gebali, F., "Analysis of Computer and Communication Networks" Springer 2008

      13 Bae, J.W., "Accelerated simulation of hierarchical military operations with tabulation technique" 10 (10): 36-49, 2016

      14 Bai, F., "A survey of mobility models in wireless ad hoc networks" 2004

      15 Pianosi, F., "A Matlab toolbox for global sensitivity analysis" 70 : 80-85, 2015

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      유사연구자 (20) 활용도상위20명

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      학술지 이력

      학술지 이력
      연월일 이력구분 이력상세 등재구분
      2026 평가예정 재인증평가 신청대상 (재인증)
      2020-01-01 평가 등재학술지 유지 (재인증) KCI등재
      2017-01-01 평가 등재학술지 유지 (계속평가) KCI등재
      2013-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2010-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2007-01-01 평가 등재학술지 선정 (등재후보2차) KCI등재
      2006-01-01 평가 등재후보 1차 PASS (등재후보1차) KCI등재후보
      2005-06-22 학술지명변경 외국어명 : 미등록 -> JOURNAL OF THE KOREA SOCIETY FOR SIMULATION KCI등재후보
      2004-01-01 평가 등재후보학술지 선정 (신규평가) KCI등재후보
      2004-01-01 평가 등재후보 탈락 (등재후보1차)
      2002-01-01 평가 등재후보 1차 FAIL (등재후보1차) KCI등재후보
      2000-07-01 평가 등재후보학술지 선정 (신규평가) KCI등재후보
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      학술지 인용정보

      학술지 인용정보
      기준연도 WOS-KCI 통합IF(2년) KCIF(2년) KCIF(3년)
      2016 0.3 0.3 0.32
      KCIF(4년) KCIF(5년) 중심성지수(3년) 즉시성지수
      0.28 0.25 0.541 0.11
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