| 一种基于模糊竞争网络的主动声纳目标分类器 |
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| 引用本文： | 章新华,林良骥,刘慷,王骥程.一种基于模糊竞争网络的主动声纳目标分类器[J].火力与指挥控制,1995(4). |
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| 作者姓名： | 章新华 林良骥 刘慷 王骥程 |
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| 作者单位： | 浙江大学，大连测控技术研究所，大连舰艇学校 |
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| 摘 要： | 提出了一种基于模糊竞争网络的主动声纳目标分类器。该分类器结构简单，学习速度快，仅用少量样本进行训练便可获得良好的推广性能．便于实时学习和应用。通过对模式属于各类别的隶属度的分析，可以知道判决的可靠性，具有较好的应用价值。
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| 关 键 词： | 声纳 模式识别 神经网络 模糊竞争学习 目标分类 |
An Active sonar Targets Classifier Based on Fuzzy Competitive Learning Networks |
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| ZHang XinHua.An Active sonar Targets Classifier Based on Fuzzy Competitive Learning Networks[J].Fire Control & Command Control,1995(4). |
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| Authors: | ZHang XinHua |
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| Abstract: | An active sonar targets classifier based on fuzzy competitive learningnetworks is proposed in this paper.The classir1er has simple structure,fast learningspeed and good generalization performance when it is trained by only a little samples.Recognition confidence can be 0ained by analyzin9 membership that pattern belongs toclasses.It is convenient to learn new patterns from real situation adaptively by this ap-proach. So it has good pratical value. |
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| Keywords: | Sonar Pattern recognition Neural networks Fuzzy competitiveLearning Targ et Classification |
| 本文献已被 CNKI 等数据库收录！ |
