中文

Journal of Applied Sciences ›› 2001, Vol. 19 ›› Issue (2): 149-152.

• Articles • Previous Articles     Next Articles

A Self-organizing Fuzzy Neuron Network Model for Data Fusion of Radar Net

ZHANG You-sai1, LIU Wei-ting2   

  1. 1. Center of Computer, Tongji University, Shanghia 200092, China;
    2. Department of Electronics and Information, East China Shipbuilding Institute, Zhenjiang 212003, China
  • Received:2000-01-26 Revised:2000-07-05 Online:2001-06-30 Published:2001-06-30

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Abstract: A self-organizing fuzzy neuron network model for the data fusion of radar net is presented. The self-organizing feature of the model and WTA competition mechanism for maximizing the fussy membership function in the neuron's receptive field is analyzed. Its validity is demonstrated by the simulation of 2-D ships' track fusion.

Key words: fuzzy membership function, radar net, data fusion, self-organizing fuzzy neuron network

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