Journal of Projectiles, Rockets, Missiles and Guidance >
Missile Simulation Data Analysis Research Based on Bayesian Networks
Received date: 2013-05-20
Online published: 2025-05-30
Simulation data analysis plays an important part in missile simulation system. To solve the problem of uncertain ingredient in data analysis, by discussing function and character about simulation data analysis system, in this paper, the advantage and feasibility in missile operation simulation data analysis system were demonstrated with Bayesian networks, and the visual analysis tool was designed based on Bayesian networks; The function of missile combat simulation data analysis was achieved. This solves the conflict between efficiency and reliability, and enhances credibility of system.
Key words: Bayesian networks; missile; data analysis; efficiency
LI Weibo , QI Yudong , PENG Jun , ZHANG Guangyi . Missile Simulation Data Analysis Research Based on Bayesian Networks[J]. Journal of Projectiles, Rockets, Missiles and Guidance, 2014 , 34(2) : 45 -47,66 . DOI: 10.15892/j.cnki.djzdxb.2014.02.016
| [1] | 娄寿春. 地空导弹射击指挥控制模型[M]. 北京: 国防工业出版社, 2009. |
| [2] | 肖秦琨, 高嵩, 高晓光. 动态贝叶斯网络推理学习理论及应用[M]. 北京: 国防工业出版社, 2007. |
| [3] | 张连文, 郭海鹏. 贝叶斯网引论[M]. 北京: 科学出版社, 2006. |
| [4] | 熊杰, 刘湘伟, 李俊. 基于贝叶斯网络的态势评估算法研究[J]. 现代防御技术, 2009, 37(5): 73-75. |
| [5] | 轩永波, 黄长强, 崔亮, 等. 基于贝叶斯网络的导弹系统人因可靠性分析[J]. 电光与控制, 2009, 16(8): 32-36. |
| [6] | 张雪梅, 高晓光. 贝叶斯网络用于作战态势评估[J]. 火力与指挥控制, 2008, 33(10): 30-33. |
| [7] | 赫明, 崔笃信. 高动态 GPS 观测数据的仿真研究[J]. 测绘科学, 2008, 33(6): 60-62. |
| [8] | 王双成, 冷翠平, 李小琳. 小数据集的贝叶斯网络结构学习[J]. 自动化学报, 2009, 35(8): 1063– 1070. |
| [9] | 耿振余, 张建康. 基于贝叶斯网络的空中目标作战企图识别研究[J]. 现代防御技术, 2008, 36(6): 40– 43. |
| [10] | 唐政, 高晓光. 基于离散动态贝叶斯网络的辐射源目标识别研究[J]. 系统仿真学报, 2009, 21(1): 117-120. |
/
| 〈 |
|
〉 |