基于本体的仿真想定空间知识表达模型

doi:10.16182/j.issn1004731x.joss.20-0002

摘要/Abstract

摘要： 军事仿真想定具有丰富的空间知识,与作战仿真的各类模型关系紧密,目前仿真想定知识描述缺少统一规范,需要构建一种符合空间思维的空间知识表达模型来有效解析仿真想定中空间实体及其相互关系。通过采用本体的方法建立空间知识领域本体并形成空间知识概念的格式化描述规范,采用基于概念知识树的方法从层次上描述空间知识结构,明确本体概念之间的语义逻辑关系,结合现有的想定定义语言,对空间知识本体概念进行统一的形式化描述。通过该模型在合同战斗仿真平台中的应用,证明其能有效地解析仿真想定内容的空间知识并生成统一规范的XML文档,实现不同仿真平台之间空间知识的共享。

关键词: 仿真想定, 空间知识, 本体, 知识树, 形式化描述

Abstract: Military simulation scenario has abundant spatial knowledge and is closely related to various models of combat simulation. In view of the lack of uniform specification for the description of simulation scenario knowledge, it is necessary to construct a spatial knowledge representation model in line with spatial thinking to effectively analyze the spatial entities and their interrelationships in simulation scenario. The ontology method is used to establish spatial knowledge domain ontology and form the formal description specification of spatial knowledge concept; the spatial knowledge structure is described hierarchically by using the method of concept knowledge tree, clarifying the semantic logic relationship among the ontology concepts; combining with the exiting scenario definition language, the unified formal description of spatial knowledge ontology concepts are given. The application of the model in the contract battle simulation platform proves that it can effectively analyze the spatial knowledge of simulation scenarios and generate unified and standardized XML documents to realize the sharing of spatial knowledge among different simulation platforms.

Key words: simulation scenario, spatial knowledge, ontology, knowledge tree, formal description

中图分类号:

TP391.9

朱杰, 张宏军. 基于本体的仿真想定空间知识表达模型[J]. 系统仿真学报, 2021, 33(5): 1051-1061.

Zhu Jie, Zhang Hongjun. Spatial Knowledge Representation Model of Simulation Scenario Based on Ontology[J]. Journal of System Simulation, 2021, 33(5): 1051-1061.

参考文献

[1] 胡晓峰. 战争工程论——走向信息时代的战争方法学(修订版)[M]. 北京: 科学出版社, 2017.
Hu Xiaofeng.War Engineering: The Methodology of War Toward the Information Age (Revised Edition)[M]. Beijing: Science Press, 2017.
[2] 黄柯棣, 刘宝宏, 黄健, 等, 作战仿真技术综述[J]. 系统仿真学报, 2004, 16(9): 1887-1895.
Huang Kedi, Liu Baohong, Huang Jian, et al.A Survey of Military Simulation Technologies[J]. Journal of System Simulation, 2004, 16(9): 1887-1895.
[3] 李晨, 柏彦奇, 史宪铭. 军事仿真想定生成问题研究[J]. 指挥控制与仿真, 2017, 39(6): 77-81.
Li Chen, Bai Yanqi, Shi Xianming.Overview on Military Simulation Scenario Generation[J]. Command Control & Simulation, 2017, 39(6): 77-81.
[4] 杨伦. 作战仿真中想定推演与态势显示系统关键技术研究[D]. 长沙: 国防科技大学, 2007.
Yang Lun.The Research on the Key Techniques of Scenario Rehearsal and Plan View Display System in Combat Simulation[D]. Changsha: National University of Defense Technology, 2007.
[5] 胡艮胜, 岳师光, 邱晓刚, 等. 联合作战分析仿真系统建设运用重难点问题分析[J]. 系统仿真学报, 2018, 30(12): 4636-4642.
Hu Gensheng, Yue Shiguang, Qiu Xiaogang, et al.Analysis of Key Issues in Building Joint Operation Analytic Simulation System[J]. Journal of System Simulation, 2018, 30(12): 4636-4642.
[6] Haddix F, O'Brien L, Might R, et al. Conceptual Models of the Mission Space (CMMS) Technical Framework[R]. Alexandria: Defense Modeling and Simulation Office, 1997.
[7] Karagöz A, Demirors O.Developing Conceptual Models of the Mission Space (CMMS)-A Metamodel Based Approach[R]. Spring Simulation Interoperability Workshop(SIW), 2007.
[8] 曹裕华, 江敬灼, 蔡游飞. 军事概念模型及其建模方法[J]. 军事运筹与系统工程, 2003, 12(4): 8-13.
Cao Yuhua, Jiang Jingzhuo, Cai Youfei.Military Conceptual Model and Modeling Method[J]. Military Operations Research and Systems Engineering, 2003, 12(4): 8-13.
[9] 范希辉, 刘萍, 王海涛, 等. 军事概念模型的仿真想定生成[J]. 火力与指挥控制, 2012, 37(7): 168-173.
Fan Xihui, Liu Ping, Wang Haitao, et al.Research on Simulation Scenario Generation Based on Military Conceptual Models[J]. Fire Control & Command Control, 2012, 37(7): 168-173.
[10] SISO-STD-007-2008, Standard for Military Scenario Definition Language (MSDL)[S]. USA: Simulation Interoperability Standards Organization, Inc. 2008.
[11] 黄智, 邱晓刚. 军事想定定义语言MSDL技术研究[J]. 计算机仿真, 2008, 25(8): 9-13.
Huang Zhi, Qiu Xiaogang.Technology Research of Military Scenario Definition Language-MSDL[J]. Computer Simulation, 2008, 25(8): 9-13.
[12] 庞天亮, 袁修久, 赵学军, 等. 基于OWL的仿真想定本体构建方法[J]. 空军工程大学学报(自然科学版), 2012, 13(6): 35-39.
Pang Tianliang, Yuan Xiujiu, Zhao Xuejun, et al.Approach to Simulation Scenario Ontology Development Based on OWL[J]. Journal of Air Force Engineering University (Natural Science Edition), 2012, 13(6): 35-39.
[13] 刘占伟, 柏彦奇, 张学民, 等. 基于系统六元的仿真想定规范化描述方法研究[J]. 计算机与数字工程, 2012, 40(4): 39-41.
Liu Zhanwei, Bai Yanqi, Zhang Xuemin, et al.Research on Simulation Scenario Standard Description Method Based on System Six-Element[J]. Computer & Digital Engineering, 2012, 40(4): 39-41.
[14] 武利娟, 陈琳, 卢朋, 等. 基于概念知识树的军事想定描述方法[J]. 现代防御技术, 2013, 41(4): 166-171.
Wu Lijuan, Chen Lin, Lu Peng, et al.Military Scenario Description Method Based on Conceptual Knowledge Tree[J]. Modern Defense Technology, 2013, 41(4): 166-171.
[15] 张英, 李江涛, 张猛. 基于UML的作战实验想定设计[J]. 指挥控制与仿真, 2015, 37(2): 86-91.
Zhang Ying, Li Jiangtao, Zhang Meng.Operational Experiment Scenario Design Based on UML[J]. Command Control & Simulation, 2015, 37(2): 86-91.
[16] 李黎, 彭春光. 一体化联合作战试验评估体系想定建模[J]. 火力与指挥控制, 2012, 37(11): 206-209.
Li Li, Peng Chunguang.Scenario Modeling Based on Integrated Joint Operational Test Architecture[J]. Fire Control & Command Control, 2012, 37(11): 206-209.
[17] SISO-STD-011-2014, Standard for Coalition Battle Management Language (C-BML) Phase-1[S]. USA: Simulation Interoperability Standards Organization, Inc. 2013.
[18] Hieb M R, Powers M, Pullen J M, et al.A Geospatial Battle Management Language (geoBML) for Terrain Reasoning[C]// 11th International Command and Control Research and Technology Symposium. New York: Cambridge University Press, 2006.
[19] Schade U, Frey M.A Linguistic Foundation for Communicating Geo-Information in the Context of BML and Geo BML[R]. US Army Engineer Research & Development Center-International Research Office, 2010.
[20] 马良荔, 孙煜飞, 柳青. 语义Web中的本体匹配研究[J]. 计算机应用研究, 2017, 34(5): 1287-1292.
Ma Liangli, Sun Yufei, Liu Qing.Research on Ontology Matching on Semantic Web[J]. Application Research of Computer, 2017, 34(5): 1287-1292.
[21] 冯志勇, 李文杰, 李晓红. 本体论工程及其应用[M]. 北京: 清华大学出版社, 2007.
Feng Zhiyong, Li Wenjie, Li Xiaohong.Ontology Engineering and Its Application[M]. Beijing: Tsinghua University Press, 2007.
[22] 李文杰, 赵岩. 基于本体结构的概念间语义相似度算法[J]. 计算机工程, 2010, 36(23): 4-6.
Li Wenjie, Zhao Yan.Semantic Similarity Between Concepts Algorithm Based on Ontology Structure[J]. Computer Engineering, 2010, 36(23): 4-6.
[23] 刘良, 毕义明, 杨萍. 作战任务计划想定建模及其视景仿真研究[J]. 计算机仿真, 2009, 26(6): 92-96.
Liu Liang, Bi Yiming, Yang Ping.Combat Mission Plan Scenario Modeling and Visual Simulation[J]. Computer Simulation, 2009, 26(6): 92-96.
[24] 孙国兵, 黄金杰, 刘飞. 基于本体的战场环境仿真概念模型[J]. 计算机科学, 2011, 38(2): 214-217.
Sun Guobing, Huang Jinjie, Liu Fei.Conceptual Model of Battlefield Environmental(BE) Simulation Based on Ontology[J]. Computer Science, 2011, 38(2): 214-217.
[25] 于海涛, 高一波, 杨一平. 基于知识树的领域知识组织和应用[J]. 计算机应用研究, 2008, 25(11): 3246-3252.
Yu Haitao, Gao Yibo, Yang Yiping.Construction and Application of Domain Knowledge Based on Knowledge Tree[J]. Application Research of Computers, 2008, 25(11): 3246-3252.
[26] 鲁学军, 秦承志, 张洪岩, 等. 空间认知模式及其应用[J]. 遥感学报, 2005(3): 277-285.
Lu Xuejun, Qing Chengzhi, Zhang Hongyan, et al.Spatial Cognitive Mode and Its Application[J]. Journal of Remote Sensing, 2005(3): 277-285.
[27] 李霖, 王红. 基于形式化本体的基础地理信息分类[J]. 武汉大学学报(信息科学版), 2006, 31(6): 523-526.
Li Lin, Wang Hong.Classification of Fundamental Geographic Information Based on Formal Ontology[J]. Geomatics and Information Science of Wuhan University, 2006, 31(6): 523-526.
[28] 钟将, 刘杰. 一种基于文本分类的知识树自动构建方法[J]. 计算机应用研究, 2010, 27(2): 475-478.
Zhong Jiang, Liu Jie.Automatic Construction of Knowledge Tree Based on Text Clustering[J]. Application Research of Computers, 2010, 27(2): 475-478.
[29] 杨山亮, 黄健, 尹航, 等. 基于MSDL和C-BML的想定形式化描述[J]. 系统仿真学报, 2011, 23(8): 1724-1728.
Yang Shanliang, Huang Jian, Yin Hang, et al.Formalization Representation of Scenario Based on MSDL and C-BML[J]. Journal of System Simulation, 2011, 23(8): 1724-1728.