| 基于模糊贴近度的舰船辐射噪声分类方法 |
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| 引用本文： | 王向军,林春生,龚沈光. 基于模糊贴近度的舰船辐射噪声分类方法[J]. 海军工程大学学报, 2004, 16(4): 89-92 |
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| 作者姓名： | 王向军 林春生 龚沈光 |
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| 作者单位： | 海军工程大学,兵器工程系,湖北,武汉,430033 |
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| 摘 要： | 针对BP网络的弱点,提出了基于模糊贴近度的舰船辐射噪声分类方法,该方法能够在不对BP网络做大的改动的前提下,克服神经网络容易陷入局部最小值,以及使用赢者独活决策策略导致的误识的弱点.实验结果证明了该方法的有效性.
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| 关 键 词： | 模糊贴近度 BP算法 分类 |
| 文章编号： | 1009-3486(2004)04-0089-04 |
| 修稿时间： | 2004-02-12 |
Ship radiated-noise classification based on fuzzy degree of nearness |
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| WANG Xiang-jun,LIN Chun-sheng,GONG Shen-guang. Ship radiated-noise classification based on fuzzy degree of nearness[J]. Journal of Naval University of Engineering, 2004, 16(4): 89-92 |
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| Authors: | WANG Xiang-jun LIN Chun-sheng GONG Shen-guang |
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| Abstract: | In allusion to the defects of BP nets, a ship radiated-noise classification method based on the fuzzy degree of nearness is proposed. The experimental result confirms that this method is more effective in the passive sonar target classification. |
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| Keywords: | fuzzy degree of nearness BP algorithm classification |
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