Situation Assessment Method Based on Bayesian Network and Its Application in Space Battlefield
文献类型：会议论文
| 作者 | Li T(李婷); Zhang W(张伟) ; He X(何旭); He X(何旭); Gao S(高升)
|
| 出版日期 | 2017 |
| 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 |
| 关键词 | Situation assessment Bayesian network Satellite BNT toolbox |
| 页码 | 547-554 |
| 通讯作者 | Zhang W(张伟) |
| 中文摘要 | 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. |
| 收录类别 | CPCI（ISTP） |
| 产权排序 | 2 |
| 会议录 | 2ND INTERNATIONAL CONFERENCE ON COMPUTER ENGINEERING, INFORMATION SCIENCE AND INTERNET TECHNOLOGY, CII 2017
 |
| 会议录出版者 | DESTECH PUBLICATIONS, INC |
| 会议录出版地 | LANCASTER |
| 语种 | 英语 |
| ISSN号 | 2475-8841 |
| ISBN号 | 978-1-60595-504-9 |
| WOS记录号 | WOS:000426985800077 |
| 源URL | [http://ir.sia.cn/handle/173321/21646]  |
| 专题 | 沈阳自动化研究所_空间自动化技术研究室 |
| 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]. 见:2nd International Conference on Computer Engineering, Information Science and Internet Technology (CII). Sanya, CHINA. November 11-12, 2017. |
入库方式： OAI收割
来源：沈阳自动化研究所
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