IMMUNE RBF NETWORK AND ITS APPLICATION IN THE MODULATION-STYLE RECOGNITION OF RADAR SIGNALS  

作　　者：Gong Xinbao Zang Xiaogang Zhou Xilang Hu Guangrui (Dept. of Electronic Eng., Shanghai Jiaotong Univ., Shanghai 200030) 

出　　处：《Journal of Electronics(China)》2003年第5期378-382,共5页电子科学学刊（英文版）

摘　　要：Based on Immune Programming(IP), a novel Radial Basis Function (RBF) networkdesigning method is proposed. Through extracting the preliminary knowledge about the widthof the basis function as the vaccine to form the immune operator, the algorithm reduces thesearching space of canonical algorithm and improves the convergence speed. The application ofthe RBF network trained with the algorithm in the modulation-style recognition of radar signalsdemonstrates that the network has a fast convergence speed with good performances.Based on Immune Programming(IP), a novel Radial Basis Function (RBF) network designing method is proposed. Through extracting the preliminary knowledge about the width of the basis function as the vaccine to form the immune operator, the algorithm reduces the searching space of canonical algorithm and improves the convergence speed. The application of the RBF network trained with the algorithm in the modulation-style recognition of radar signals demonstrates that the network has a fast convergence speed with good performances.

关 键 词：Immune programming Immune operator Radial basis function network Analog modulated radar signals 

分 类 号：TN957.51[电子电信—信号与信息处理]