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메시지 복잡도를 중심으로한 UGV 통신효과 분석

Analysis of UGV Communication Effectiveness focused on Message Complexity

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키워드

주제분류학제간연구

초록

Purpose: In the near future, it is expected that UGV(unmanned ground vehicle) will be put into battle due to IT technology and unmanned technology development. In this study, we analyze the combat effectiveness considering communication effect where complex combat information and commands are transmitted. Methods: We use ABM(agent-based modeling) and wireless channel module which provides sophisticated communication effect through geographic information and UGV performance. And UGV combat simulation using wireless channel module is used to grasp the combat effectiveness according to the number of packets, which is a unit for storing all information and commands having high complexity. Results: The result of this study is to derive the optimal number of packets which does not decrease the combat effectiveness and the number of lost tanks. The number of packet increases, the survival ratio of our tanks are decreased. Conclusion: In this study, we reveal that the communication success or failure could affect the combat effectiveness. Also, it helps develope the standard communication protocol between UGVs and could be applied to analyze the cost effectiveness analysis in UGV combat environment.

Abstract

Purpose: In the near future, it is expected that UGV(unmanned ground vehicle) will be put into battle due to IT technology and unmanned technology development. In this study, we analyze the combat effectiveness considering communication effect where complex combat information and commands are transmitted. Methods: We use ABM(agent-based modeling) and wireless channel module which provides sophisticated communication effect through geographic information and UGV performance. And UGV combat simulation using wireless channel module is used to grasp the combat effectiveness according to the number of packets, which is a unit for storing all information and commands having high complexity. Results: The result of this study is to derive the optimal number of packets which does not decrease the combat effectiveness and the number of lost tanks. The number of packet increases, the survival ratio of our tanks are decreased. Conclusion: In this study, we reveal that the communication success or failure could affect the combat effectiveness. Also, it helps develope the standard communication protocol between UGVs and could be applied to analyze the cost effectiveness analysis in UGV combat environment.

참고문헌 (19)

  1. "Introduction of Military Communication System" (2012)[URL]
  2. "Basic Concept of MIL- STD- 1553B Communication" (2012)[URL]
  3. 강봉구, "NCW 통신 체계의 전투 효과도 분석을 위한NetSPIN 통신 모델과 워게임 모델의 시뮬레이션 연동", 한국시뮬레이션학회 논문지, 21(3), pp.43~55 (2012), 한국시뮬레이션학회
  4. 김준수, "전투체계 효과분석에 대한 주요 연구 리뷰 및 향후 연구방향", 한국CDE학회 논문집, 19(4), pp.305~315 (2014), 한국CDE학회[DOI]
  5. 이재영, "무인지상로봇 효과분석의 신뢰성 향상을 위한 효과척도 설정방안 연구", 신뢰성 응용연구, 14(3), pp.197~202 (2014), 한국신뢰성학회
  6. 이재영, "애니로직 시뮬레이션을 이용한 무인지상차량 운용성능과 전투효과의 연관성 분석", 신뢰성 응용연구, 15(2), pp.131~138 (2015), 한국신뢰성학회
  7. Malhotra, Aparna, "Agent-Based Modeling in Defence", DRDO Science Spectrum, pp.60~65 (2009)
  8. Onggo, B. S., "Test-Driven Simulation Modelling : A Case Study Using Agent-Based Maritime Search-Operation Simulation", European Journal of Operational Research, 254(2), pp.517~531 (2015)
  9. 박세연, "에이전트 기반의 NCW 전투모델링 시스템 설계", 한국시뮬레이션학회 논문지, 19(4), pp.271~280 (2010), 한국시뮬레이션학회
  10. R. Severinghaus, "Availability of Ad Hoc Wireless Networks of Unmanned Ground Vehicles with Group Mobility", Proceedings on 46th Hawaii International Conference on System Sciences (HICSS) (2013)
  11. Sagir, Y., "Dynamic bandwidth provisioning using Markov chain based on RSVP", Master, pp.2013
  12. Shin, Kyuhyeon, "Communication Modeling for a Combat Simulation in a Network Centric Warfare Environment", Proceedings on Winter Simulations Conference (WSC), pp.1503~1514 (2013)
  13. 신선우, "통신효과를 고려한 미래지상체계 효과분석 시뮬레이션에 대한 연구", 신뢰성 응용연구, 17(2), pp.168~180 (2017), 한국신뢰성학회
  14. Thulasiraman, P, "Mobility Estimation Using an Extended Kalman Filter for Unmanned Ground Vehicle Networks", Proceedings on Inter-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support (CogSIMA), pp.223~229 (2014)
  15. Viriginia A. T. Kaste, "Empirical Evaluation of Protocol Performance over Tactical Networks", Proceedings on MILCOM Conference, 2, pp.533~537 (1992)
  16. Wang, Long, "Combat Decision-Making in Cloud War Based on Neural Networks", Proceedings on World Automation Congress (WAC), pp.1~4 (2016)
  17. Yan, X, "MR-OA: An Effective Framework for NCW Study Based on Multi-Agent Simulation", Proceedings on Fifth International Conference on Instrumentation and Measurement, Computer, Communication and Control (IMCCC), pp.1961~1966 (2015)
  18. "Performance Evaluation of S-FBCH Performance Evaluation Results for S-FBCH" (2009)[URL]
  19. Zhao, Shi, "The Design and Implementation of Tank Agent in Combat Simulation", Proceedings on 5th International Conference on Intelligent Human-Machine Systems and Cybernetics, pp.186~189 (2013)

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