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声目标模糊模式识别系统及原理样机实现

Fuzzy Pattern Recognition System of Acoustic Target and Realization of Principle Prototype

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【作者】 吉小军施文康张国伟

【Author】 JI Xiaojun,SHI Wenkang,ZHANG Guowei(School of Electrical and Information Eng., Shanghai Jiaotong Univ., Shanghai 200030, China)

【机构】 上海交通大学电子信息与电气工程学院上海交通大学电子信息与电气工程学院 上海200030上海200030上海200030

【摘要】 针对复杂背景条件下声目标的自动识别问题,设计了一种基于模糊综合评判的声目标识别系统.该系统在对典型战场声目标特征进行充分提取与选择的基础上,建立反映目标类属特征的隶属函数库,采用先进的模糊综合评判技术实现对目标的可靠识别.对特征提取与选择、隶属函数确定、模糊评判、原理样机实现等关键问题进行了详细的讨论.实测检验表明,该系统对战场声目标具有良好的识别分类效果.

【Abstract】 In view of the automatic recognition problem of acoustic targets under the condition of very indetermination background, a kind of fuzzy pattern recognition system based on fuzzy synthesis judgment was designed. On the basis of sufficient feature abstract & choice for the typical battlefield acoustic targets, this system establishes a subjection function bank of indicating the targets type characteristics, and realizes the recognition to different acoustic targets using advanced fuzzy synthesis judge technology. The key problems about the feature abstraction & choice, subjection function constitution, fuzzy synthesis judgment and principle prototype realization were discussed. The practical test shows that this method has well recognition effect to battlefield acoustic targets.

【基金】 九五"国防预研基金资助项目(5.3.11.2)
  • 【文献出处】 上海交通大学学报 ,Journal of Shanghai Jiaotong University , 编辑部邮箱 ,2003年11期
  • 【分类号】TP391.4
  • 【被引频次】3
  • 【下载频次】113
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