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《ACTA ELECTRONICA SINICA》 2000-09
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A Novel Method of Marine Radar Target Tracking

LI Yong hong,LUAN Xiu zhen,LI Chun geng,QIU Fu xiang,WANG Bai suo (Information Engineering College,Dalian Maritime University,Dalian 116026,China)  
This paper presents a novel adaptive method to predict the next point of target on line by means of general wavelet neural network.The scaling function and wavelet constructed by the sigmoid function are used as the active function in the network.The number of hidden units is determined by the number of wavelet decomposition and the dimension of input signal.The local connection is used in the output layer to destroy the influence of multi dimension signal processing.It is proved that the robust property of the wavelet network is better than that of BP network in certain conditions.Simulation shows that the computational cost of this method does not increase with the complexity of the model of moving target.Moreover,the method has the higher tracking accuracy for the moving targets with variable acceleration and quick turn in a corner.
【Fund】: 交通部重点科技项目基金 !(No .95 0 6 0 2 1 7)
【CateGory Index】: TN95
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【Citations】
Chinese Journal Full-text Database 2 Hits
1 Xu Xiaoxia;Chen Tao;Wang Xiaosheng(Xi'an Jiaotong University.Xian 710049);Wavelet Neural Network Based on the Algorithm of Orthogonal Least Square[J];ACTA ELECTRONICA SINICA;1998-10
2 Yang Dali;Liu Zemin(P,O.Box 145,Beijing University of Posts & Telecommuications,Beijing 100088);The Misadjustment Analysis of BP Algorithm and an Improved Algorithm[J];ACTA ELECTRONICA SINICA;1995-01
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 JIN Xi-zi~1,WANG Zheng-xuan~2 (1.Faculty of Compute Science,Northeast Normal University,Changchun 130024,China; 2.Faculty of Compute Science and Technology,Jilin University,Changchun 130012,China);Wavelet neural network based pollution location diagnosis for heating surfaces of boiler[J];Journal of Northeast Normal University (Natural Science Edition);2005-01
2 Zhang Xiaoming, Sun Baoyuan ( Dept. of Mech. Eng., Dalian Univ. of Technol., China );Sample increasing method for BP neural networks[J];JOURNAL OF DALIAN UNIVERSITY OF TECHNOLOGY;1997-05
3 Liu Zhigang, Wang Xiaoru, Qian Qingquan (Southwest Jiaotong University, Chengdu 610031, China);A REVIEW OF WAVELET NETWORKS AND THEIR APPLICATIONS[J];Automation of Electric Power Systems;2003-06
4 Zhang Zhihua Zhu Zhangsen Li Rubing (Department of Applied Mathematics, Chengdu University of Technology, Chengdu610059);SOME ADAPTIVE MODIFIED LEARNING ALGORITHMS OF NEURAL NETWORK AND THEIR APPLICATIONS[J];;1998-02
5 GUO Qiao-hui,YANG Yong-ming,GU Liang-ling(Key Laboratory of High Voltage Engineering and Electrical New Technology,Ministry of Education,Electrical Engineering College of Chongqing University,Chongqing 400030,China);Choosing Method of Wavelet Neuron Based on ECG Data Compression[J];Journal of Chongqing University(Natural Science Edition);2006-10
6 XU Ting-fa~1, ZHANG Min~2, GU Hai-jun~1, SONG Jian-zhong~1, HAN Guang-liang~1(1.Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130022,China;2.Mathematic and Physics Department of Changchun Teacher University , Changchun 130024,China);Multi-target recognition with improved BP algorithm[J];Optics and Precision Engineering;2003-05
7 WANG Jiao,WANG Xiong,XIONG Zhihua(Department of Automation,Tsinghua University,Beijing 100084);Data Mining for Product Quality Classification of Acetone Refining Process Based on Neural Network[J];Computer Engineering;2006-05
8 LIU Hong-guang,ZHANG Wei-ming,MAO Xin-yan;Multi-parameter identification system of weld defects based on magnetic memory testing[J];Manufacturing Automation;2009-02
9 Huang Yijun~(1,2) Li Yanlin~1 1 (Department of Computer Science and Technology,Xinyang Normal University,Xinyang 464000,Henan,China) 2 (The Aeronautical College of Air Force,Xinyang 464000,Henan,China);APPLICATION OF WAVELET NEURAL NETWORK BASED ON QR-ROLS ALGORITHM[J];Computer Applications and Software;2008-11
10 ;Neural Networks Model in tne Prediction of the City Talent Resources Gross[J];Science & Technology Progress and Policy;2004-08
China Proceedings of conference Full-text Database 3 Hits
1 Xu Liubing School of Computer,Nanjing University of Posts & Telecommunications,Nanjing 210003;Research on Neural Network Based P2P Traffic Identification[A];[C];2008
2 Xu Zhiwen~1; Ji Zhen~1; Guo Xiaoxin~1; Li Fengrui~2; Li Wenhui~1; Wang Zhengxuan~1; Pang Yunjie~1; 1 (Faculty of Computer Science and Technology, Jilin University, Changchun 130021, China) 2(Jilin Academy of Power, Changchun 130023, China);Recogniton and Diagnosis of Boiler Flame Based on Wavelet Neural Network[A];[C];2004
3 Li Jinping He Miao Liu Mingjun Yang Bo ( Department of Information and Control Engineering, Computer Center, Jinan University, Jinan, 250022);Study on Improvement of Convergence Speed for BP Wavelet Neural Networks[A];[C];2001
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 LIU Jian-min,LIU Yan-bin,QIAO Xin-yong(The Academy of Armored Forces Engineering,Beijing 100072,China);A Study on Various Models for the Prediction of Technical States of Vehicular Engines[J];Acta Armamentarii;2007-07
2 Xu ShaohuaHe Xingui (School of Computer Science and Technology, Beijing University of Aeronautics and Astronautics, Beijing 100083, China);Research and applications of radial basis process neural networks[J];Journal of Beijing University of Aeronautics and Astronautics;2004-01
3 Wang Zulin Zhou Yinqing (Beijing University of Aeronautics and Astronautics,Dept. of Electronic Engineering);Wavelet Analysis Theory and Application in Radar Signal Processing[J];JOURNAL OF BEIJING UNIVERSITY OF AERONAUTICS AND ASTRONAUTICS;1999-02
4 Gao Meiguo (Department of Electronics Engineering, Beijing Institute of Technology, Beijing100081);Signal Processor of Radar Simulator[J];Journal of Beijing Institute of Technology;1999-05
5 Gao Meiguo Gao Qingyu (Department of Electronics Engineering, Beijing Institute of Technology, Beijing100081);Moving Target Tracking Processor in Monopulse Radar[J];JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY;1999-02
6 Ouyang Kai,Zhou Rui, Liu Weifang (Dept ,of BME Capital University of Medical Saiences, Beijing 100054);The Biology-Based Theoretical Frame For the NeuralNetwork-Neuron Model[J];BEIJING BIOMEDICAL ENGINEERING;1997-02
7 QIU Hui min YANG Ji an (Department of Telecommunication Engineering,Chongqing University of Posts and Telecommunications,Chongqing 400065);Spline Function and Spline Function Wavelet[J];JOURNAL OF CHONGQING UNIVERSITY OF POSTS AND TELECOMMUNICATIONS;2000-01
8 YANG Yun-zhi 1, HUANG Shun-ji 2, WANG Jian-guo 2 (1 The Electronic 10th Institute of Ministry of Information Industry, Chengdu 610036,China;2. UEST of China, Chengdu 610054,China);Implement the Application of BAQ Algorithm with High-speed Digital Signal Processors[J];Telecommunication Engineering;2002-03
9 CHEN Juan-yong XU Qing XU Ji-lin(University of Electronic Science and Technology of China, Chengdu Sichuan 610054, China);A new time delay estimation for the ultra wide-band radar[J];Chinese Journal of Radio Science;2001-02
10 Li Hua ; Sun Caixin; Hu Xuesong(Chongqing University 400044 China) Yue Gang; Tang Nengfan ;Wang Ken(Chongqing Power Plant);Study of Method on Adaptive Wavelets Network for Vibration Fault Diagnosis of Steam Turbine-Generation Set[J];TRANSACTIONS OF CHINA ELECTROTECHNICAL SOCIETY;2000-03
【Secondary References】
Chinese Journal Full-text Database 2 Hits
1 CHEN Deng-ke,ZHANG Da-fa(College of Naval Architecture and Power,Naval Univ.of Engineering,Wuhan 430033,China);A simulation of identification and control for steam generator water level based on wavelet neural network[J];Journal of Naval University of Engineering;2006-06
2 LIAN Zhi-chu1,WANG Chun-guang1,ZHANG Jie21.Dept. of Mathemetics and Computer,Chaoyang Teachers'College,Chaoyang,Liaoning 122000,China2.Dept. of Computer,Dongguan University of Technology,Dongguan,Guangdong 523808,China;Research on improvement of BP algorithm based on WNN[J];Computer Engineering and Applications;2007-02
【Secondary Citations】
Chinese Journal Full-text Database 1 Hits
1 Yang Dali,Liu Zemin (P.O.Box 145.Beijing Univ.of Posts & Telecom.Beijing 100088);The SMLMS Algorithm with Stochastic Momentum Factor and Analysis[J];Acta Electronica Sinica;1993-07
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