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水声目标信号的系统聚类分析
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作者 杜栓平 陈伏虎 严琪 《声学与电子工程》 1999年第4期7-10,共4页
本文简要介绍了基于五种类间距离的系统聚类算法,利用它们实现水声目标的特征提取,并对一些实际水声目标数据进行了分析,最后,利用聚类分布图和分离系数对这些算法的有效性进行了比较评价。
关键词 模式识别 水声目标信号 系统聚类算法
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Characteristic Analysis of Underwater Acoustic Scattering Echoes in the Wavelet Transform Domain 被引量:1
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作者 Mei Yang Xiukun Li +1 位作者 Yang Yang Xiangxia Meng 《Journal of Marine Science and Application》 CSCD 2017年第1期93-101,共9页
Underwater acoustic scattering echoes have time–space structures and are aliasing in time and frequency domains. Different series of echoes properties are not identified when incident angle is unknown. This article i... Underwater acoustic scattering echoes have time–space structures and are aliasing in time and frequency domains. Different series of echoes properties are not identified when incident angle is unknown. This article investigates variations in target echoes of monostatic sonar to address this problem. The mother wavelet with similar structures has been proposed on the basis of preprocessing signal waveform using matched filter, and the theoretical expressions between delay factor and incident angle are derived in the wavelet domain. Analysis of simulation data and experimental results in free-field pool show that this method can effectively separate geometrical scattering components of target echoes. The time delay estimation obtained from geometrical echoes at a single angle is consistent with target geometrical features, which provides a basis for object recognition without angle information. The findings provide valuable insights for analyzing elastic scattering echoes in actual ocean environment. 展开更多
关键词 underwater acoustic scattering echoes geometrical scattering components time delay estimation wavelet transform
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