Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Electronics Optics & Control》 2010-03
Add to Favorite Get Latest Update

Application of Genetic Fuzzy Clustering Algorithm in Data Association

HU Ao,FENG Xinxi,WANG Dongxu,GUO Weiwu (Institute of Telecommunication Engineering,Air Force Engineering University,Xi'an 710077,China)  
Traditional data association algorithm has the drawbacks of large computation cost and low association precision.To solve the problem,we proposed a genetic fuzzy clustering based data association algorithm.Taking the multi-target,multi-sensor data association as a combination optimization problem under a type of restrictions,fuzzy clustering were made for the measurement data of different sensors at the synchronized instant according to their similarity,and then the clustered equivalent measurement was used to estimate the state of each target.The improvement of clustering can strengthen the algorithm's local optimization capability and reduce the computation complexity considerably while eliminating some outliers.The simulation results show that the presented algorithm has high association precision and acceptable computational complexity,thus is practically valuable.
【Fund】: 军队科研基金资助项目(kj06104)
【CateGory Index】: V271.4
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
Chinese Journal Full-text Database 5 Hits
1 ZHU Zhi-yu1,2,HUANG Feng-hui1,JIANG Changsheng2 (1.School of Electronics and Information,Jiangsu University of Science and Technology,Zhenjiang 212003,China;2.College of Automation Engineering,Nanjing University of Aeronautics and Astronautics,Nanjing 210016,China);Particle filter data association under clutter[J];Electronics Optics & Control;2008-02
2 LI-Hui,ZUO Xian-gang,ZHANG-An,DUAN Hang-yu (Department of Electronic Engineering,Northwestern Polytechnical University,Xi'an,710072,China);Present Statuation and Trend of Data Association Algorithm in Cluttered Environment[J];Fire Control and Command Control;2007-09
3 HAN Hong1,2, HAN Chong-zhao2, ZHU Hong-yan2, LIU Yun-cai1 (1 Department of Automation, Shanghai Jiaotong University, Shanghai 200030, P.R.China; 2School of Electronic & Information Engineering, Xi’an Jiaotong University, Xi,an 710049, P. R. China);Multi-sensor Fusion Multi-target Tracking Data Association Based on FCM[J];Acta Simulata Systematica Sinica;2004-09
4 LIU Yi-an+1, CAO Qi-ying+1, LIU Tong-ming+1, GAO Gui-ming+2 (1. Dept. of Electronic and Information, East China Shipbuilding Institute, Zhenjiang 212003, China; 2. Nanjing 724 Research Institute,Nanjing 210003, China);The Research on Maneuvering Multiple Targets Data Association Problem with Genetic Simulated Annealing Algorithms[J];Systems Engineering-theory & Practice;2001-09
5 WU Wei,WANG Dong-jin,CHEN Wei-dong(Department of EEIS,University of Science and Technology of China,Hefei 230027,China);Multi-target tracking algorithm for multi-static radar based on dynamic multi-dimension assignment[J];Journal of University of Science and Technology of China;2006-11
Chinese Journal Full-text Database 10 Hits
1 HUANG Chu-long et al(School of Resources and Environmental Sciences,Quanzhou Normal University,Quanzhou,Fujian 362000);Fuzzy Comprehensive Evaluation on the Sustainable Utilization of Regional Agricultural Water Resources[J];Journal of Anhui Agricultural Sciences;2009-05
2 XI Wei-dong et al(College of Economics and Management,Northeast Dianli University,Jilin,Jilin 132012);Study On Household Live Pig Scatter-feed Regulation Based on Risk Mode Extraction[J];Journal of Anhui Agricultural Sciences;2009-07
3 ZHANG Zhi-hong(Anhui Technical College of Water Resources and Hydroelectric Power, Hefei 230601,China);Clustering algorithm and its application based on optimized Fuzzy C-Means[J];Journal of Anhui Technical College of Water Resources and Hydroelectric Power;2008-01
4 Liu Jingwei(School of Science,Beijing University of Aeronautics and Astronautics,Beijing 100083,China) Xu Meizhi(Department of Mathematical Sciences,Tsinghua University,Beijing,100084);Bezdek type fuzzy attribute C-means clustering algorithm[J];Journal of Beijing University of Aeronautics and Astronautics;2007-09
5 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
6 ZHANG Chaihong WANG Chuncai YAN Yan(School of Computer Science and Technology of ChangChun University of Sci ence and Technology,Changchun 130022);Clustering Algorithm in the Decision Support System for Health Insurance[J];Journal of Changchun Institute of Optics and Fine Mechanics;2004-04
7 MA Zhao-you1,WANG Cai-xia2(1.Traffic Management Research Institute of Public Security Ministry,Wuxi 214151,China;2.Traffic College,Harbin University of Technology,Harbin 150090,China);Study on the third rank division of highway in eastern seasonal frost region[J];Journal of Changsha Communications University;2007-03
8 ZHANG Wan-yun(Tianjin Cadastre Management Centre,Tianjin 300050,China);The Design and Realization of Statistics Information Publishing System[J];Geomatics & Spatial Information Technology;2009-01
9 Yan Weiming,Wang Zhuo,He Haoxiang,Ma Hua,Zhang Weidong(Beijing Laboratory of Earthquake Engineering and Structural Retrofit,Beijing University of Technology,Beijing 100022,China);Damage diagnosis of spacial grid structures based on wavelet packet decomposing and fuzzy clustering[J];Earthquake Engineering and Engineering Vibration;2006-02
10 GUO Hao-bo,WANG Ying-long,LIU Fu-xian(Missile College,Air Force Engineering University,Sanyuan 713800,China);Research on the optimized target assignment method based on mixed optimized strategy[J];Electronics Optics & Control;2006-03
China Proceedings of conference Full-text Database 8 Hits
1 Wang Kejun,Chen Hui (Automation College,Harbin Engineering University,Harbin 150001);Research of A Printed-Chinese Documents Recognition System[A];[C];2009
2 FAN Lin, WANG Huan-zhao, WANG Hai (School of Electronics and Information Engineering, Xi'an Jiaotong University, Xi'an 710049, China);Data Fusion of Multi-Target Tracking Based on FCM Algorithm in Wireless Sensor Networks[A];[C];2006
3 CHEN Li-chao Guangdong telecom Ltd.corporation Guangzhou Liwan Branch;Intelligent monitoring of the intemational long distance and Hong kong-Macao-Taiwan call tracfic[A];[C];2007
4 GU Zheng KANG Xiao-wen SUN Xin-shan WU Zhao-xia WANG Shi LIU Ya-qiang JIN Yong-jie (Department of engineering physics,THU,Beijing,100084,China);A method based on Fuzzy-C-Means clustering algorithm for crystal identification of MicroPET detector[A];[C];2008
5 Cui Jianguo~(1,2,3) Zhang Daqian~2 Lv Rui~3 Xu Xinhe~1 (1 School of Information Science & Engineering,Northeastern University,Shenyang 110004,China;2 Shenyang Institute of Aeronautical Engineering,Shenyang 110034,China;3 Shenyang Aircraft Design Research Institute,Shenyang 110035,China);Complicated signal pattern recognition method based on fuzzy cluster network[A];[C];2007
6 Li Lin, Na Wenbo(China Jiliang University, Hangzhou 310018, China);Application and research of fuzzy clustering analysis in ABS faults diagnosis[A];[C];2007
7 YANG Zhiqing~1 LIU Benmin~1 GUO Zhongyin~1 DU Xiaoli~2 QI Yingfei~1 (1 School of Transportation Engineering,Tongji University,Shanghai,200092,China; 2 School of Electronics and Information Engineering Tongji University,Shanghai,200092,China);An Algorithm of Highway Network Classification Based on Fuzzy Clustering Method[A];[C];2005
8 Wang Jian-qiang School of Business,Central South University,Changsha 410083,China;Multi-criteria Large-group Linguistic Decision-making Approach with Incomplete Certain Information[A];[C];2009
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 Chen Libin Tong Mingan (P.O.Box 314 of Northwestern Polytechnical University,710072);An Algorithm for Tracking Maneuvering Targets in Cluttered Environment[J];ELECTRONICS OPTICS & CONTROL;2000-01
2 hang Yu Zhang Jianzhou (Dept. of Computer, Chengdu Aeronautic Vocational & Technical College Chengdu 610061) You Zhisheng (College of Computer, Sichuan University Chengdu 610064);Fuzzy Data Correlation Based on the Predicted Validation Region[J];Journal of University of Electronic Science and Technology of China;2001-06
3 Yin Xiaodorg Liu Houming(Dcpt of Radio Technology,UEST of China Chengdu 610054);AN IMPROVED ALGORITHM OF MULTITARGETS WITH MULTISENSORS[J];;1994-03
4 Wan Jihong;Liu Houming(Dcpt.of Radio Tcchniquc,UEST of Chcngdu 610054);A High Performance Fusion Algorithm of Target Identification[J];JOURNAL OF UNIVERSITY OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA;1995-02
5 WEI Chong-yu; XU Shan-jia; WANG Deng-jin(UniuniIy of Nience & Techndogy of China, Hefei 230027,China );Analysis and Simulation for the Short Range Application of TR-R~2 Multistatic Radar System[J];ACTA ELECTRONICA SINICA;1999-12
6 LI Hui,ZHANG An,ZHAO Min,PANG Qin,SHEN Ying(Department of Electronic Engineering,Northwestern Polytechnical University,Xi′an,Shaanxi 710072,China);Multiple Maneuvering Target Tracking Based on Two-Scan Data Association[J];Acta Electronica Sinica;2005-12
7 Peng Yonghua and wu Junjie (China Leihua Electronic Technology Research Institute);AN AIRBORNE RADAR TRACKING SYSTEM USING ADAPTIVE FILTERING TECHNIQUE[J];Acta Aeronautica Et Astronautica Sinica;1988-04
8 PAN Quan, LIU Gang, DAI Guan zhong, ZHANG Hong cai (Department of Automatic Control, Northwestern Polytechnical University, Xi′an\ 710072, China);COMBINED INTERACTING MULTIPLE MODELS PROBABILISTIC DATA ASSOCIATION ALGORITHM[J];ACTA AERONAUTICA ET ASTRONAUTICA SINICA;1999-03
9 YU Guang-hui,DAI Ya-ping,HOU Chao-zhen,CHEN Jie (Beijing Institute of Technology,Beijing,100081 China);Survey on the Tracking of Maneuvering Targets[J];Fire Control & Command Control;2002-02
10 Han Hong,Han Chongzhao,Zhu Hongyan,Zuo Dongguang (School of Electronics and Information Engineering,  Xi′an Jiaotong University, Xi′an  710049, China);Heterogeneous Multi-Sensor Data Association Algorithm Based on Fuzzy Clustering[J];Journal of Xi'an Jiaotong University;2004-04
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved