| 引用本文: | 郁文贤,李明国.军事电子信息处理中的人工神经网络技术.[J].国防科技大学学报,1998,20(3):92-98.[点击复制] |
| Yu Wenxian,Li Mingguo.Applications of Artificial Neural Networks Technology to Military Electronic Information Processing[J].Journal of National University of Defense Technology,1998,20(3):92-98[点击复制] |
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| 本文已被：浏览 6923次 下载 7186次 |
| 军事电子信息处理中的人工神经网络技术 |
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(国防科技大学 电子工程学院 湖南 长沙 410073)
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| 摘要: |
| 本文首先分析了现代战场环境对军事电子系统智能信息处理的应用需求, 然后对人工神经网络理论与技术在军事电子信息处理中的现实应用与潜在前景给出了一个较为详细的介绍与分析。着重介绍了神经网络在雷达、红外及声纳目标的检测、识别、多机动目标跟踪及武器系统的智能控制等方面的应用情况, 力图展示神经网络用于军事电子信息处理的特色与优势。最后分析了人工神经网络技术发展与应用中存在的一些问题。 |
| 关键词: 人工神经网络, 信息处理, 检测, 跟踪, 自动目标识别 |
| DOI： |
| 投稿日期：1998-03-09 |
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| Applications of Artificial Neural Networks Technology to Military Electronic Information Processing |
| Yu Wenxian1, Li Mingguo2 |
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(1.Institute of ElectronicEngineering, NUDT, Changsha, 410073;2.Institute of Electronic Engineering, NUDT, Changsha, 410073)
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| Abstract: |
| In this paper, firstly, the requirement of application to in telligent information processing in modern combat environments is analyzed, then, an introduction and analysis of the use of artificial neural networks (ANN) in military electronic information processing is presented in detail. The emphasis is laid on the use of ANN in the detection, recognition of radar, infrared and sonar objects as well as in multi maneuvering target tracking (MMTT) and the intelligent control of weapon systems. By presenting both theory and examples, the characteristic and priority of the ANN technology is shown, at the same time, an outline of the use of ANN in other aspects of military electronic information processing is given. At the end of this paper, in viewing of the lagging of the field application behind lab research of ANN, we give an analysis of the necessity and urgency to perform research on system validation about ANN's capability. |
| Keywords: artificial neural networks, information processing, detection, tracking, automatic target recognition |
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