Title :
Radar target recognition based on wavelet and evolutionary networks
Author :
Ming, Wu ; Fang, Liu ; Licheng, Jiao
Author_Institution :
Key Lab. of Radar Signal Process., Xidian Univ., Xi´´an, China
Abstract :
A method for radar target identification by range profile is proposed in this paper based on the combination of wavelet and evolutionary networks. The wavelet transform is used to pre-process the range profiles. A classifier based on evolutionary networks which is the integration of neural networks and a modified genetic algorithm is proposed
Keywords :
feature extraction; genetic algorithms; neural nets; radar computing; radar signal processing; radar target recognition; signal classification; wavelet transforms; classifier; evolutionary networks; feature extraction; modified genetic algorithm; radar target identification; radar target recognition; range profile; wavelet networks; Character recognition; Discrete wavelet transforms; Feature extraction; Genetic algorithms; Neural networks; Pattern recognition; Radar signal processing; Target recognition; Wavelet analysis; Wavelet transforms;
Conference_Titel :
Signal Processing Proceedings, 1998. ICSP '98. 1998 Fourth International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-4325-5
DOI :
10.1109/ICOSP.1998.770874
