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Volume 22 Issue 5
Sep.  2000
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Zhou Yue, Liu Xun, Xiang Jinglin . CLASSIFICAION OF THE RADIATED NOISE OF THE SHIP BY THE FUZZY NEURAL NETWORK[J]. Journal of Electronics & Information Technology, 2000, 22(5): 723-728.
Citation: Zhou Yue, Liu Xun, Xiang Jinglin . CLASSIFICAION OF THE RADIATED NOISE OF THE SHIP BY THE FUZZY NEURAL NETWORK[J]. Journal of Electronics & Information Technology, 2000, 22(5): 723-728.

CLASSIFICAION OF THE RADIATED NOISE OF THE SHIP BY THE FUZZY NEURAL NETWORK

  • Received Date: 1999-03-19
  • Rev Recd Date: 1999-06-28
  • Publish Date: 2000-09-19
  • The paper deals with the spectrum features,the fractal characteristics of the shipradiated noise,and researches the relationship between them;also,it takes advantage of them to distinguish the types of the ships.At the same time,a fuzzy neural network is used to be a classifier,and its particular superiorities are discussed.The classification processing experiment achieved satisfactory result.
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  • 相敬林,王海燕.微弱信号检测技术与近感系统.西安:西北工业大学出版社,1993,226-233.[2]尤立克R J.水声原理.哈尔滨:哈尔滨船舶工程学院出版社,1990,第十章第四节.[3]张涛,文学章.吸引子维数计算的几点改进.浙江大学学报(自然科学版),1993,27(5):673-679.[3]Mascioli F M,Martinlli G,Rizzi A.A Constructive algorithm for fuzzy neural network.Proc.of IEEE Neural Network,1997,3193-3196.[4]Marple L.A new autoregressive spectrum analysis algorithm.IEEE Trans.,on ASSP,1980,ASSP-28(4):441-454.[5]Patrick K Simpson.Fuzzy min-max networks-Part 1:Classification.IEEE Trans.,on Neural Networks,1992,NN-3(5):776-786.[6]王士同.神经模糊系统及其应用.北京,北京航空航天大学出版社,1998年6月,169-171.
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