数据知识驱动的城市作战元宇宙建模框架  

Data-knowledge-driven Metaverse Modeling Framework for Urban Warfare

作　　者：郑文博[1] 李强 刘文礼[3] 费爱国 王飞跃[5] ZHENG Wenbo;LI Qiang;LIU Wenli;FEI Aiguo;WANG Feiyue(School of Computer Science and Artificial Intelligence,Wuhan University of Technology,Wuhan Hubei 430070,China;Science and Technology Innovation Center of Army Research Institute,Beijing 100012,China;Research Center of Military Computational Experiments and Parallel System,National University of Defense Technology,Changsha Hunan 410073,China;Unit 93216 of PLA,Beijing 100085,China;The State Key Laboratory of Management and Control for Complex Systems,Institute of Automation,Chinese Academy of Sciences,Beijing 100190,China)

机构地区：[1]武汉理工大学计算机与人工智能学院,湖北武汉430070 [2]陆军研究院科技创新中心,北京100012 [3]国防科学技术大学军事计算实验与平行系统技术研究中心,湖南长沙410073 [4]解放军93216部队,北京100085 [5]中国科学院自动化研究所复杂系统管理与控制国家重点实验室,北京100190

出　　处：《指挥与控制学报》2023年第1期23-32,共10页Journal of Command and Control

基　　金：国家自然科学基金(61233001)资助。

摘　　要：元宇宙深沉浸、虚实相生的特性为作战建模的发展提供了新的技术,对此,提出了面向城市作战的一种新型的数据知识驱动的元宇宙建模框架.基于此框架,运用知识图谱、生成式对抗网络等相关理论和方法,探究元宇宙情景下的城市作战环境本体建模问题,设计了元宇宙城市作战模型的改进案例方案,以达到表现力好、扩展性强,并进行了相关定量实验验证.面向城市作战的元宇宙建模框架有望成为实现虚实融合的智能决策的新设计范式.The metaverse gives a new technology for operational modeling due to the feature of deep immersion and the fusion of virtual and reality in it.On this basis,a novel data-knowledge-driven metaverse modeling framework for urban warfare is proposed.Based on this framework,knowledge graphs,generative confrontation networks and other relative theories and methods are applied.The environment ontology modeling problem for urban warfare in metaverse scenario is explored,the improvement example scheme for urban warfare model of metaverse is designed to realize the good performance and super scalability.The relative quantitative experiments and verifications are carried out.The metaverse modeling framework for urban warfare is expected to become a new designed paradigm of intelligent decision-making with combination of virtual and reality.

关 键 词：作战建模 数据知识驱动 元宇宙 虚实共生 

分 类 号：TP391.9[自动化与计算机技术—计算机应用技术] E91[自动化与计算机技术—计算机科学与技术]