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| A Fuzzy Classifier for Radar Target Recognition Using One-Dimensional Scattering Centres |
| Wang Yang①②; Chen Jian-wen②; Liu Zhong① |
| ①Dept. of Electronic Eng., Nanjing Univ of Sci. & Tech., Nanjing 210094, China;②Nanjing Research Institute of Electronics Technology Nanjing 210013 China |
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Abstract In this paper, one-dimensional scattering centre extraction of radar targets is reviewed. A new classifier based on fuzzy distribution is proposed, which is very much suitable for one-dimensional scattering centre classification. The fuzzy classifier does not require the feature vectors to have the same dimension and allows the training samples to be flexibly chosen for different test samples. Theoretical analysis and simulation results show that the proposed fuzzy classifier can efficiently solve the problem of radar target recognition using one-dimensional scattering centres.
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Received: 01 December 2003
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2005, Vol. 27 
