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《Journal of Beijing Institute of Technology》 1992-03
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Radar Target Identification by Self-Organization Neural Network

Xu Jungang Ke Youan (Department of Electronic Engineering, Beijing Institute of Technology),  
A new technique to identify radar targets is presented which is based on a Kohonen self-organization neural network. It can map the pattern space of multiple-frequencies to a two-dimensional neuron array. A splitting algorithm to tune the weights between input and output nodes is also proposed. The performance identifying two airerafts by this neural classifier is studied and the results indicate that this new technique has bright prospects in the radar target identification.
【CateGory Index】: TN959.17; TP391.4
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Chinese Journal Full-text Database 3 Hits
1 XING Xiao-shuai, JIAO Li-cheng(National Key Lab. of Radar Signal Processing Xidian University, Xi'an 710071; Collge of Physics and Information Engineering, shanxi Teachers University, Linfen 041004 China);Clustering Method in the Field of Data Mining[J];Journal of Circuits and Systems;2003-01
2 LIU Jing,ZHONG Wei cai,LIU Fang,JIAO Li cheng(Key Lab for Radar Signal Processing,Xidian University,Xi′an,Shaanxi 710071,China);A Novel Clustering Based on the Immune Evolutionary Algorithm[J];Acta Electronica Sinica;2001-S1
3 ZHOU Ying-chao, CHEN Ying, NING Xin-bao (Institute for Biomedical Electronic Engineering, Nanjing Univercity,Nanjing 210093, P.R.China);Classifying Multi-radar Data by Machine Based on v-SVM[J];Science Technology and Engineering;2008-23
Chinese Journal Full-text Database 10 Hits
1 ZHAO Xiao-xiong, ZHANG Xue-dong(School of Computer Science and Engineering,Anshan University of Science and Technology,Anshan 114044,China);Background subtraction using gaussian mixture models based on adaptive learning rate[J];Journal of Anshan University of Science and Technology;2005-Z1
2 Ding Feng Dong Na Lin Biqin Yuan Baozong (College of Electronics and Information Engineering, Northern Jiaotong University, Beijing 100044);Automatic Segment in Natural Language Processing System[J];JOURNAL OF NORTHERN JIAOTONG UNIVERSITY;1999-06
3 FENG Jun1,2), XIE Bin1), HAO Weidong1), YANG Yang1) 1) Information Engineering School, University of Science and Technology Beijing, Beijing 100083, China 2) Department of Computer Science, Shijiazhuang Institute of Railway, Shijiazhuang 050043, China;Automatic model selection method for support vector machines classifiers[J];Journal of University of Science and Technology Beijing;2006-01
4 AN Xin~(1),WANG Tao~(2),ZHANG Lu-da~(1*) (a.College of Science;b.College of Information and Electrical Engineering,China Agricultural University,Beijing 100094,China);A Multi-Class Classification Method of SVM and it's Application[J];Journal of Beijing Agricultural College;2006-02
5 GU Hai\|jun\+1, ZHAO Xiao\|hu\+1, WANG Hong\|ge\+2 (1\^College of communication Eng.,Jilin University, Changchun 130012, China; 2\^Jilin Police Advanced Academy, Information Technology Center, Changchun 130117, China);Target tracking based on wavelet model matching[J];Journal of Changchun Post and Telecommunication Institute;2003-04
6 LIN Hong fei,ZHAN Xue gang,YAO Tian shun (School of Information Science and Engineering, Northeastern University, Shenyang 110006,China);Features Navigation for Chinese Text Mining[J];JOURNAL OF NORTHEASTERN UNIVERSITY;2000-03
7 MA Yun-hui (Department of Electronics, Zhongshan college, Zhongshan Guangdong 528402,China);Synthesis of the array antennas using genetic algorithm[J];Chinese Journal of Radio Science;2001-02
8 Ren Shenghai;Wu Zhizhong(Naming University of Posts & Telecommunications,Naming 210003,P.R.China);Application of Genetic Algorithms in the Synthetic Design for the Radiation Pattern of an Array Antenna[J];CHINESE JOURNAL OF RADIO SCIENCE;1996-04
9 GONG Hua,ZHENG Lian,SONG Cheng-tian(School of Mechatronics Engineering, Beijing Institute of Technology, Beijing 100081, China);Application of rough neural network in target recognition[J];Electronics Optics & Control;2005-01
10 Miao Yongfeng Li Zhengmao (Chengdu 610054 Dept.of Radio Tech.,UEST of China);PREDICTION OF NONLINEAR DYNAMICAL SYSTEMS USING MULTILAYER NEURAL NETWORKS[J];Journal of University of Electronic Science and Technology of China;1992-03
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 Chen Jian;The algorithm of Cluster analysis[J];Journal of Anhui Vocational College of Electronics & Information Technology;2007-01
2 LIANG Wu-qi~1, JIANG Ke-qin~2(1 Anhui TV University ,Hefei 230022, China; 2 Anqing Teachers College,Anqing 246011, China);Research on Fuzzy Cluster Analysis and Application in Data Mining[J];Journal of Anqing Teachers College(Natural Science Edition);2004-02
3 LI Wei-ping ZHANG Zhi-hong1 (1 Zhengzhou university 450002,Zhengzhou;2 Anyang institute of technology,Anyang 455000,China);Application of Cluster Method Based on Gravity Theory[J];Journal of Anyang Institute of Technology;2006-04
4 XU Yuan-qing1,CHEN Xiang-guang1,WANG Li2,ZHANG Qi-hong3 (1.School of Chemical Engineering and Environment,Beijing Institute of Technology,Beijing 100081,China;2.School of Computer Science and Technology,Beijing Institute of Technology,Beijing 100081,China;3.Department of Automatic Control,School of Information Science and Technology,Beijing Institute of Technology,Beijing 100081,China);An Improved Neural Network Ensemble for the Prediction of PMV Index[J];Transactions of Beijing Institute of Technology;2007-02
5 LU Qing1,FENG Jinfu11,NIE Guangshu2,LI Qian1 (1.Engineering Institute of Air Force Engineering University,Xi'an 710038,China;2.College of Electronic & Information,Northwestern Polytechnical University,Xi'an 710072,China);Fault Diagnosis Based on Semi-Fuzzy Clustering Algorithm[J];Journal of Test and Measurement Technology;2007-06
6 HU Lei-fang(Qianjiang College,Hangzhou Normal University,Hangzhou 310036,China);Research on Service Marketing Strategies for C2C e-business Customer Value Based on Clustering Analysis[J];Group Technology & Production Modernization;2007-03
7 Wang Hongwei;Application of Data Mining Technology in Oil-field Monitor System[J];Computer Study;2008-06
8 XING Xiao-shuai, JIAO Li-cheng(National Key Lab. of Radar Signal Processing Xidian University, Xi'an 710071; Collge of Physics and Information Engineering, shanxi Teachers University, Linfen 041004 China);Clustering Method in the Field of Data Mining[J];Journal of Circuits and Systems;2003-01
9 JIANG Yuan, ZHANG Zhao-Yang, QIU Pei-Liang, QI Yu-Peng ( Institute of Information & Communication Engineering, Zhejiang University, Hangzhou 310027, China );Solutions to General Clustering Algorithmic Issues[J];Journal of Circuits and Systems;2004-03
10 ZHANG Xiao-wei,YANG Yu-biaoGuangdong Lingnan vocational-teachnical College,Guangzhou, 510663,China;A Superfical Analysis about Clustering Used in Data Minin[J];Computer Knowledge and Technology;2005-23
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