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Situation Assessment Method Based on Bayesian Network and Its Application in Space Battlefield
Li T(李婷); Zhang W(张伟); He X(何旭); He X(何旭)
作者部门空间自动化技术研究室
会议名称2nd International Conference on Computer Engineering, Information Science and Internet Technology (CII)
会议日期November 11-12, 2017
会议地点Sanya, CHINA
会议录名称2ND INTERNATIONAL CONFERENCE ON COMPUTER ENGINEERING, INFORMATION SCIENCE AND INTERNET TECHNOLOGY, CII 2017
出版者DESTECH PUBLICATIONS, INC
出版地LANCASTER
2017
页码547-554
收录类别CPCI(ISTP)
WOS记录号WOS:000426985800077
产权排序2
ISSN号2475-8841
ISBN号978-1-60595-504-9
关键词Situation Assessment Bayesian Network Satellite Bnt Toolbox
摘要The space situation awareness ability is the development of space resources, the protection of space assets and the control of space. It's the key to the implementation of space military action. Therefore, the satellite in the space military confrontation as the research object is discussed to solve the situation assessment problem of space battlefield. A method of situation assessment is proposed which based on Bayesian Network and its advantages to solve the imprecise knowledge representation problems and inference problems. Firstly, a Bayesian Network model for situation assessment is established based on expert experience knowledge. Then, the Bayesian inference algorithm is used to predict the spatial situation and achieve the situation assessment. Finally, the algorithm is validated and analyzed by using the BNT toolbox of MATLAB. Simulation results show that the method can adapt to the change of battlefield situation, and are more accurate and reliable for the prediction of situation. It has some important practical values in the future space battlefield.
语种英语
引用统计
文献类型会议论文
条目标识符http://ir.sia.cn/handle/173321/21646
专题空间自动化技术研究室
通讯作者Zhang W(张伟)
作者单位1.Shenyang Jianzhu University, Shenyang 110168, China
2.Shenyang Inst itute of Automation, Chinese Academy of Sciences, Shenyang 110016, China
推荐引用方式
GB/T 7714
Li T,Zhang W,He X,et al. Situation Assessment Method Based on Bayesian Network and Its Application in Space Battlefield[C]. LANCASTER:DESTECH PUBLICATIONS, INC,2017:547-554.
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