Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Air Force Radar Academy》 2006-04
Add to Favorite Get Latest Update

A Method of Signal Sorting Based on Cascaded SSA-SOFM Neural Network

CHENG Bo-lin1,YUAN Jun-quan2,MA Xiao-yan3(1.Department of Electronic Countermeasures,AFRA,Wuhan 430019,China;2.Department of Information & Command Automation,AFRA,Wuhan 430019,China;3.Division of Training,AFRA,Wuhan 430019,China)  
Aimed at the drawback of the traditional SOFM neural network for radiation signal sorting,a structure self-adjusting(SSA) algorithm was discussed,which solves the problem of deciding the network scale in advance.Then,a signal sorting method based on the cascaded SSA-SOFM neural network model,was put forward and simulations made by using available data.The results show that the method dealt with is feasible.
【CateGory Index】: TP183;TN957.51
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【Citations】
Chinese Journal Full-text Database 7 Hits
1 XIA Sheng-ping,ZHANG Le-feng,YU Hua,ZHANG Jing,HU Wei-dong,YU Wen-xian(State Lab of Automatic Target Recognition,National University of Defense Technology,Changsha,Hunan 410073,China);Theory and Algorithm of Machine Learning Based on RSOM Tree Model[J];Acta Electronica Sinica;2005-05
2 Wu Ying,Yan Pingfan (Dept.of Automation,Tsinghua University,Beijing 100084);A Study on Structural Adapting SelfOrganizing Neural Network[J];ACTA ELECTRONICA SINICA;1999-07
3 Song Xiaquan;Huangfu Kan;Zhou Iiangzhu(Department of Eleceronic Technology);Radar signal Classification Based on a self-organized probabinistic Neural Network[J];Journal of National University of Defense Technology;1995-04
4 LIN Zhi-yuan,LIU Gang,DAI Guo-xian (The Missile Institute, Air Force Engineering University,Sanyuan,Shaanxi 713800,China);Application of Kohonen Neural Network to Sorting Radar Multi-target[J];Journal of Air Force Engineering University(Natural Science Edition);2003-05
5 HanHong YangJingyu LouZhen (Department of Computer Science and Technology,NUST,Nanjing 210094);Classifier Combination Based on Hierarchical Method[J];Journal of Nanjing University of Science and Technology;2002-01
6 HUANG Wen long ZHANG Dian zhi ZHANG Yong qiang (The Engineering College of the Air Force University of Engineering Xi′an 710038);Threat Evaluation of Radiation Resource with RBF Neural Networks[J];Modern Radar;2003-07
7 Xu Xin\ Zhou Yiyu\ Lu Qizhong National University of Defence Technology,Changsha 410073;Research on Real-Time Deinterleaving Technology for Radar Intercept System[J];Systems Engineering and Electronics;2001-03
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 ZHONG Yong1, XIANG Li2, CHU Da-wei3, XU Shi-gang3 (1. Division of Basis, Air Force Radar Academy, Wuhan 430019;2. Division of Training, Air Force Radar Academy, Wuhan 430019, China;3. No. 94362 Unit of PLA, Qingdao 266111, China);Examination Result Evaluation Based on Neural Network[J];Ordnance Industry Automation;2007-12
2 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
3 XU Xin, FENG Dao-wang, ZHOU Yi-yu, LU Qi-zhong (National University of Defense Technology, Changsha 410073 ,China);Pulse Trains De-interleaving Based on CAM[J];Journal of Circuits and Systems;2001-03
4 Zhang Su(The Missile Institute,Air Force Engineering University,Sanyuan 713800,Shaanxi,China);A New Method for the Threat Evaluation of Radiation Sources Considering the Subjective Preference Information[J];Electronic Warfare;2007-02
5 Han Jun1 He Minghao2 Zhu Yuanqing3 Tang Zhikai3(1.Department of Graduate Management,AFAR,Wuhan 430019,China;2.Division of Training,AFAR,Wuhan 430019,China;3.Department of Electronic Countermeasures,AFAR,Wuhan 430019,China);Analysis on Sorting Technique of Modern Radar Emitter[J];Electronic Warfare;2008-01
6 Yang Zhixiang1 Zhu Yuanqing1 Xu Guanghua2 Ren Jingbo3(1.Department of Electronic Countermeasures,Wuhan Radar Academy,Wuhan 430019,China;2.The Military Representative Office in China Electronic Technology Group Corporation No.38 Research Institute,Hefei 230031,China;3.Unit 93993,Lanzhou 730102,China);Signal Sorting for Unknown Radar Emitter Based on HOS[J];Electronic Warfare;2008-06
7 Huang Gaoming1 Zhong Jianjun2 (1.College of Information & Electric,Naval University of Engineering,Wuhan 430033,China;2.Unit 92038 of PLA,Qingdao 266041,China);Application of Blind Signal Extraction to Radar Signal Sorting Based on Kurtosis[J];Electronic Warfare;2009-01
8 XU Hai-yuan , ZHOU Yi-yu(College of Electronic Science and Engineering,National Univ. of Defense Technology,Changsha 410073, China);A Method of Real-time Pre-sorting of Radar Signals Based on FPGA[J];Electronic Warfare Technology;2004-01
9 ZHANG Su(The Missile Institute,Air Force Engineering University,Sanyuan 713800,China);A New Method for the Emitter Threat Evaluating Based on the Intuitionistic Fuzzy Set[J];Electronic Information Warfare Technology;2008-05
10 LE Jiana,CHEN Beib(AFRA a.Department of Graduate Management;b.Department of Electronic Countermeasures,Wuhan 430019,China);Study of Electromagnetic Situation Surveillance Signals Separation Based on ICA[J];Electronic Information Warfare Technology;2008-06
China Proceedings of conference Full-text Database 2 Hits
1 HU Hua-qiang~1,SHI Liang~2,CHEN You~3 1.The First Aeronautical Engineering Academy of Air Force,Xinyang 464000,China 2.Electronic Engineering Institute,Hefei 230037, China 3.The Engineering Institute,Air Force Engineering University,Xi'an 710038,China;Radiation Threat Evaluation and Sequencing Method Applied to Set Pair Analysis[A];[C];2009
2 SONG Rui XIA Shengping LIU Jianjun (ATR Key Lab.,National University of Defense Technology,Changsha,410073);Distributed Image Retrieval with RSOM Tree and Class Specific Hyper Graph[A];[C];2009
【Secondary Citations】
Chinese Journal Full-text Database 9 Hits
1 Sun Guangmin; Shen Lansun; Liu Guosui; He Xia(Department of Electronic Engineering, Beijing Polytechnic University, Beijing, 100022 )(Department of Electronic Engineering,Nanjing University of Science and Technology, Nanjing 210094 );A Tree Structure Cascade SOM Network for the Radar Target Identification of 1-D Range Profile[J];JOURNAL OF BEIJING POLYTECHNIC UNIVERSITY;1998-04
2 Zhao Renjian;Long Dehao;Xiong Ping;Cheng Yuanheng(Dept.of Radio & Electronics,Sichuan University,Chengdu 610064);Plane Transformation for Signal Deinterleaving in Dense Signal Environment[J];ACTA ELECTRONICA SINICA;1998-01
3 Wu Ying,Yan Pingfan (Dept.of Automation,Tsinghua University,Beijing 100084);A Study on Structural Adapting SelfOrganizing Neural Network[J];ACTA ELECTRONICA SINICA;1999-07
4 Sun Gongxing,Zhu Kejun,Dai Changjiang,Dai Guiliang (Computer Center of Institute of High Energy Physics,Chinese Academy of Science,Beijing 100039);Layered Cascade Multi Subnet Neural Networks[J];ACTA ELECTRONICA SINICA;1999-08
5 LOU Zhen HU Zhong Shan YANG Jing Yu (Department of Computer Science, Nanjing University of Science and Technology, Nanjing 210094) LIU Ke SUEN C.Y. (Center of Pattern Recognition and Machine Intelligence, Concordia University, Montreal Canada);HANDWRITTEN NUMERALS RECOGNITION BASED ON SEGMENTED CONTOUR FEATURE[J];CHINESE JOURNAL OF COMPUTERS;1999-10
6 TU Zhi-Jiang LIU Guo-Sui (Department of Electron Engineering and Photoelectricity Technology, Nanjing University of Science & Technology, Nanjing 210094);A Self-Organizing Neural Network Tree Base on Entropy[J];CHINESE JOURNAL OF COMPUTERS;2000-11
7 ZHEN Shu chun, ZHANG Shan wen, ZHAO Xing lu (The Missile Institute of the Air Force Engineering University, Sanyan 713800, China);A Discriminating Method of Radar Target Uing Wavelet Combination-Filtel[J];Journal of Air Force Engineering University(Natural Science Edition);2001-03
8 Liang MinThe Training Center for Maintenance ofInstruments and Equipment in Hunan Medical University of Ministry of Public Health, ChangshaSun ZhongkangDept. E.E, Natl. Univ, Deferse Tech., Changsha;The Methods for Feature Extraction and Classification of Radar Ship Target Using Neural Network[J];Systems Engineering and Electronics;1993-08
9 Wan Jianwei;Shong Xiaoquan;Huang Fukan and Zhou Liangzhu(Department of Electronic Technology National University of Defence Technology,Changsha 410073);The Application of Neural Network for Sorting Signal in Radar[J];Systems Engineering and Electronics;1996-07
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved