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基于不变性矩的径向基函数神经网络转子轴心轨迹自动识别 被引量:4

Automatic identification of axis orbit using RBF network and moment invariants
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摘要 用基于径向基函数的神经网络 ,利用轴心轴迹的不变性矩作为神经网络的特征参数 ,研究了对转子轴心轨迹的自动识别方法 ,对几种典型的轴心轨迹进行了辨识 ,验证了所提取的方法的可行性 . A method, which uses the radial basic function network and moment invariants to identify axis orbit of a rotating machine, is discussed. The principle and its application procedure of the method are introduced in detail. It gives simulation results of automatic identification for three typical axis orbits. It is proved that the method is effective and practicable.
出处 《武汉大学学报(工学版)》 CAS CSCD 北大核心 2003年第2期133-136,共4页 Engineering Journal of Wuhan University
关键词 径向基函数 不变性矩 转子 轴心轨迹 神经网络 radial basic function moment invariants rotating machine axis orbit artificial neural network
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参考文献5

  • 1Jiang X Y, Bunke H. Simple and fast computation of moments[J]. Pattern Recognition, 1991,24(8) :801 - 806.
  • 2Wood J. Invariant pattem recognition: a review[J]. Pattern Recognition, 1996,29(1) : 1 - 17.
  • 3Luren Yan, Fritz Albegtsen. Fast and exact computation of cartesian geometric moments using discrete green' s theorem[J]. Pattern Recognition, 1996,29(7) : 1061 - 1071.
  • 4Mark H Singer. A general approach to moment calculation for polygons and line segments[J]. Pattern Recognition,1993,26(7) : 1019 - 1028.
  • 5Jia-Guu Leu. Computing a shape's moments from its boundary[J]. Pattern Recognition, 1991,24( 10): 949 -957.

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