Operational effectiveness evaluation method of space-based information support equipment system based on DBN
In order to solve the problem of dynamic evaluation of operational effectiveness of space-based information support equipment system, this paper presents a method of operational effectiveness evaluation of space-based information support equipment system based on dynamic Bayesian network. Firstly, t...
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| Format: | Article |
| Language: | zho |
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Editorial Office of Command Control and Simulation
2023-08-01
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| Series: | Zhihui kongzhi yu fangzhen |
| Subjects: | |
| Online Access: | https://www.zhkzyfz.cn/fileup/1673-3819/PDF/1673-3819(2023)04-0014-10.pdf |
| _version_ | 1797741331529859072 |
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| author | YU Xiaolan, XIONG Wei |
| author_facet | YU Xiaolan, XIONG Wei |
| author_sort | YU Xiaolan, XIONG Wei |
| collection | DOAJ |
| description | In order to solve the problem of dynamic evaluation of operational effectiveness of space-based information support equipment system, this paper presents a method of operational effectiveness evaluation of space-based information support equipment system based on dynamic Bayesian network. Firstly, the data samples are obtained by the operational effectiveness evaluation model of system dynamics, then the dynamic network is established based on the static Bayesian network operational effectiveness evaluation model, and the dynamic Bayesian network operational effectiveness evaluation model is established by EM parameter learning algorithm. Finally, the operational effectiveness of space-based information support equipment system is analyzed. Through this model, the relationship and influence degree of many influencing factors in the space-based information support equipment system are deeply analyzed in the battle scenario of attacking moving ship targets in the sea direction. At the same time, simulation experiments verify the effectiveness and feasibility of this method in the operational effectiveness evaluation of space-based information support equipment system, which can provide solid technical support for the operational effectiveness evaluation of space-based information support equipment system. |
| first_indexed | 2024-03-12T14:25:16Z |
| format | Article |
| id | doaj.art-6be1cb7a33d44836b362c6587e50e99b |
| institution | Directory Open Access Journal |
| issn | 1673-3819 |
| language | zho |
| last_indexed | 2024-03-12T14:25:16Z |
| publishDate | 2023-08-01 |
| publisher | Editorial Office of Command Control and Simulation |
| record_format | Article |
| series | Zhihui kongzhi yu fangzhen |
| spelling | doaj.art-6be1cb7a33d44836b362c6587e50e99b2023-08-18T09:12:53ZzhoEditorial Office of Command Control and SimulationZhihui kongzhi yu fangzhen1673-38192023-08-01454142310.3969/j.issn.1673-3819.2023.04.003Operational effectiveness evaluation method of space-based information support equipment system based on DBNYU Xiaolan, XIONG Wei0University of Aerospace Engineering, Beijing 101400, ChinaIn order to solve the problem of dynamic evaluation of operational effectiveness of space-based information support equipment system, this paper presents a method of operational effectiveness evaluation of space-based information support equipment system based on dynamic Bayesian network. Firstly, the data samples are obtained by the operational effectiveness evaluation model of system dynamics, then the dynamic network is established based on the static Bayesian network operational effectiveness evaluation model, and the dynamic Bayesian network operational effectiveness evaluation model is established by EM parameter learning algorithm. Finally, the operational effectiveness of space-based information support equipment system is analyzed. Through this model, the relationship and influence degree of many influencing factors in the space-based information support equipment system are deeply analyzed in the battle scenario of attacking moving ship targets in the sea direction. At the same time, simulation experiments verify the effectiveness and feasibility of this method in the operational effectiveness evaluation of space-based information support equipment system, which can provide solid technical support for the operational effectiveness evaluation of space-based information support equipment system.https://www.zhkzyfz.cn/fileup/1673-3819/PDF/1673-3819(2023)04-0014-10.pdfdynamic bayesian network|transfer network|operational effectiveness evaluation|space based information support equipment system |
| spellingShingle | YU Xiaolan, XIONG Wei Operational effectiveness evaluation method of space-based information support equipment system based on DBN Zhihui kongzhi yu fangzhen dynamic bayesian network|transfer network|operational effectiveness evaluation|space based information support equipment system |
| title | Operational effectiveness evaluation method of space-based information support equipment system based on DBN |
| title_full | Operational effectiveness evaluation method of space-based information support equipment system based on DBN |
| title_fullStr | Operational effectiveness evaluation method of space-based information support equipment system based on DBN |
| title_full_unstemmed | Operational effectiveness evaluation method of space-based information support equipment system based on DBN |
| title_short | Operational effectiveness evaluation method of space-based information support equipment system based on DBN |
| title_sort | operational effectiveness evaluation method of space based information support equipment system based on dbn |
| topic | dynamic bayesian network|transfer network|operational effectiveness evaluation|space based information support equipment system |
| url | https://www.zhkzyfz.cn/fileup/1673-3819/PDF/1673-3819(2023)04-0014-10.pdf |
| work_keys_str_mv | AT yuxiaolanxiongwei operationaleffectivenessevaluationmethodofspacebasedinformationsupportequipmentsystembasedondbn |