A Fuzzy Classifier for Radar Target Recognition Using One-Dimensional Scattering Centres

Wang Yang; Chen Jian-wen; Liu Zhong

Volume 27 Issue 5

May 2005

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Article Navigation > Journal of Electronics & Information Technology > 2005 > 27(5): 784-788

Wang Yang, Chen Jian-wen, Liu Zhong. A Fuzzy Classifier for Radar Target Recognition Using One-Dimensional Scattering Centres[J]. Journal of Electronics & Information Technology, 2005, 27(5): 784-788.

Citation:

Wang Yang, Chen Jian-wen, Liu Zhong. A Fuzzy Classifier for Radar Target Recognition Using One-Dimensional Scattering Centres[J]. Journal of Electronics & Information Technology, 2005, 27(5): 784-788.

Citation:

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A Fuzzy Classifier for Radar Target Recognition Using One-Dimensional Scattering Centres

Wang Yang^{①②;陈建文},
Chen Jian-wen,
Liu Zhong

Received Date: 2003-12-01
Rev Recd Date: 2004-07-14
Publish Date: 2005-05-19

Abstract

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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References(1)

References

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