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http://dx.doi.org/10.7469/JKSQM.2014.42.4.591

A Study of Experimental Design for Unmanned Ground Vehicle Effectiveness Based on a Small Unit Combat Scenario  

Lee, Jaeyeong (Dept. of Industrial & Management Engineering, Myongji Univ.)
Kim, Chongman (Dept. of Industrial & Management Engineering, Myongji Univ.)
Park, Keonyoung (Dept. of Industrial & Management Engineering, Myongji Univ.)
Kim, Junsoo (Dept. of Industrial & Management Engineering, Myongji Univ.)
Sin, Sunwoo (Dept. of Industrial & Management Engineering, Myongji Univ.)
Pyun, Jaijeong (Agency for Defense Development)
Bae, Sungmin (Dept. of Industrial & Management Engineering, Hanbat Nat Univ.)
Publication Information
Journal of Korean Society for Quality Management / v.42, no.4, 2014 , pp. 591-606 More about this Journal
Abstract
Purpose: The purpose of this study is to design an experimental simulation model for evaluating the UGV(Unmanned Ground Vehicle) effectiveness in a small unit combat scenario. Methods: We design and build a simulation model to evaluate the combat effectiveness of UGV in a small unit combat scenario. In order to build a simulation model, we used AnyLogic software tool which has functional advantages to describe agent-based simulation model. As for the combat scenario, we applied the typical engagement of mechanized unit equal or lower than battalion level. Analysis process follows the three phases. 1) Design an agent based conceptual medel in a small unit combat scenario. 2) Build a simulation medel using AnyLogic tool. 3) Analyze the simulation results and evaluate the UGV effectiveness. Results: The UGV effectiveness was measured and presented as a numeric values. Those numeric values were represented as a MOE(Measure of Effectiveness) which was the blue survival ratio. Conclusion: We developed an agent based simulation model which can provide a pattern of change how UGV effectiveness varied depending upon the number of UGV in a small unit combat scenario. We also found that the UGV effectiveness grows in the given scenario as the number of UGV increases.
Keywords
Combat Effectiveness; UGV; Simulation Model; MOE(Measure of Effectiveness);
Citations & Related Records
Times Cited By KSCI : 4  (Citation Analysis)
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1 Anylogic. 2014. Anylogic Features. Last modified August 15. http://www.anylogic.com/.
2 Borshchev, Andrei. 2013. The Big Book of Simulation Modeling: Multimethod Modeling with Anylogic 6. AnyLogic North America.
3 Grigoryev, Ilya, and Borshchev, Andrei. 2012. AnyLogic 6 in Three Days: A Quick Course in Simulation Modeling. AnyLogic North America.
4 Kho, Y. H., Lim, B. Y., Park, S. C., and Kwon, Y. J. 2014. "M&S Case Study for Information Sharing Enabled Combat Entities." Journal of the KIMST 17(4):1-9.
5 Kim, C. M., Kim, J. S., Park, K. Y., Lee, J. Y., Pyun, J. J., and Bae, S. M. 2014. "Combat Effectiveness Literature Review: A Combat Effectiveness analysis for Future Research areas." Transactions of the Society of CAD/CAM Engineers 19(4):305-315.   DOI   ScienceOn
6 Lee, J. M., Jung, C. Y., and Lee, J. M. 2010. "The Combat Effectiveness Analysis of Attack Helicopter Using Simulation and AHP." Journal of the Korea society for simulation 19(3):63-70.   과학기술학회마을
7 Lee, J. Y. 2007. A study of analysis methodology of operational effectiveness for the MUAV system. ADD.
8 Lee, J. Y., and Kim, Y. B. 2011. An analysis of efficient development alternatives and economic impact for the MUAV system. ADD.
9 Lee, J. Y., and Kwon, T. H. 2007. A study of evaluation method for combat effectiveness for efficient operation of the Korea UAV system. ROK Army.
10 Lee, K. Y. 2013. "Effectiveness Analysis for Required Capabilities of Tilt-rotor UAV." Journal of the Korean society for aeronautical science and flight operation 21(2):15-20.   과학기술학회마을   DOI
11 Moon, H. G., and Park, C. W. 1998. "A study of temporary model for an analysis of future warfare." The Korea Society for Simulation, Proceedings at The Fall Conference, 32-32.
12 Yoon, J. S., and Moon, H. K. 1998. "Combat Efficiency Analysis Using JANUS Model." The Korea Society for Simulation, Proceedings at The Fall Conference, 178-181.
13 Park, S. B. 2011. "An Analysis on the economic and technological effects of Smart UAV Development Project." Journal of the Korea Academia-Industrial cooperation Society 12(7):2991-2995.   과학기술학회마을   DOI
14 Yoo, S. K., and Moon, H. K. 2012. "Future Weapon System Effectiveness Analysis with Defense Simulation Model." The Korea Society for Simulation, Proceedings at The Fall Conference, 137-141.