| 一种基于子波特征的模糊神经网络目标识别方法 |
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| 引用本文： | 沈明华,冯新喜,黄智颖,曲毅. 一种基于子波特征的模糊神经网络目标识别方法[J]. 空军工程大学学报(自然科学版), 2002, 3(4): 26-29 |
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| 作者姓名： | 沈明华 冯新喜 黄智颖 曲毅 |
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| 作者单位： | 空军工程大学电讯工程学院 陕西西安710077(沈明华，冯新喜，黄智颖)，空军工程大学电讯工程学院 陕西西安710077(曲毅) |
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| 摘 要： | 针对雷达目标识别中相对不变特征量提取这一问题，提出了一种基于子波变换的特征提取方法．通过对三类飞机一维距离像的分类和识别，验证了这种方法的有效性，同时在将模糊神经网络作为模式分类器方面做出初步尝试。
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| 关 键 词： | 目标识别 模糊神经网络 子波变换 |
| 文章编号： | 1009-3516(2002)04-0026-04 |
| 修稿时间： | 2001-07-18 |
A Fuzzy Neural Network Target Identification Method Based on Wavelet Feature |
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| SHEN Ming-hu,FENG Xin-xi,HUANG Zhi-ying,QU Yi. A Fuzzy Neural Network Target Identification Method Based on Wavelet Feature[J]. Journal of Air Force Engineering University(Natural Science Edition), 2002, 3(4): 26-29 |
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| Authors: | SHEN Ming-hu FENG Xin-xi HUANG Zhi-ying QU Yi |
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| Affiliation: | The Telecommunication Engineering Institute, Air Force Engineering University, Xi''an, Shaanxi 710077, China |
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| Abstract: | Aiming at the relative invariability feature extraction problem in the field of radar target identification, a method based on the wavelet transform is proposed. Through classification and identification of the one-directional range profiles of three types of aircrafts, the validity of this method is testified. Meanwhile some attempts are made in the area of applying the fuzzy neural network classifier to radar target identification. |
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| Keywords: | target identification fuzzy neural network wavelet transform |
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