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Aircraft target recognition using adaptive time-delay neural network

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5 Author(s)
Xiao Huaitie ; Nat. Univ. of Defense Technol., Hunan, China ; Zhuang Zhaowen ; Chen Zhenpin ; He Songhua
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In this paper, an adaptive time-delay neural network (ATDNN) classifier based on high resolution radar down range profiles is proposed for use in aircraft target recognition, and a peak-based feature extraction technique for the range profiles is introduced. The results of experiments show that the average correct recognition rate of scale model aircrafts is 87.6% under the condition of three kinds of aircrafts

Published in:

Aerospace and Electronics Conference, 1997. NAECON 1997., Proceedings of the IEEE 1997 National  (Volume:2 )

Date of Conference:

14-18 Jul 1997