Title :
An efficient method of radar target classification
Author :
Zhang, Yanning ; Zheng, Jiangbin ; Liu, Huarui ; Jiao, Licheng
Author_Institution :
Northwestern Polytech. Univ., Xi´´an, China
Abstract :
An efficient method of choosing the mother wavelet for classification is proposed, and an efficient classifier based on genetic wavelet neural network is designed and applied to classify two types of radar targets. The classification experiment results are encouraging, which shows the method proposed is superior
Keywords :
adaptive signal processing; data compression; feature extraction; genetic algorithms; neural nets; radar computing; radar signal processing; signal classification; wavelet transforms; adaptive wavelet neural network; automatic feature classification; automatic feature compression; automatic feature extraction; genetic algorithm; genetic wavelet neural network; mother wavelet; radar signal classification; radar signal echo; radar target classification; Adaptive systems; Cities and towns; Data processing; Equations; Feature extraction; Genetic algorithms; Neural networks; Neurons; Radar imaging; Wavelet transforms;
Conference_Titel :
Radar, 2001 CIE International Conference on, Proceedings
Conference_Location :
Beijing
Print_ISBN :
0-7803-7000-7
DOI :
10.1109/ICR.2001.984757
