Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
Add to Favorite Get Latest Update

The Application of Fuzzy Data Fusion in Targets Tracking

FAN Kai, \ TAO Ran, \ ZHOU Si yong (Department of Electronics Engineering, Beijing Institute of Technology, Beijing100081)  
On the basis of the filtering algorithm of target tracking, the data fusion algorithm adopting fuzzy theory was proposed. By use of fuzzy theories, the feature extraction was made for the filter data from two sensors and then the fuzzy illation was done under certain subordinate functions and rules, thereby a coefficient was got to adjust the acceleration square variance automatically in order to keep the rapid response to the practical conditions, in addition, the Monte Carlo simulation methods were used to compare the results obtained before and after the data fusion algorithm was applied. The fuzzy algorithm fully makes use of the relative knowledge extracted from the experts in the field, the feedback of the fusion results to the single sensor can enhance the single sensor's precision.
【CateGory Index】: TP18
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 10 Hits
1 HU Dan-dan1,XIAO Shu-ming1,WANG Yan-qing1,GAO Qing-ji 1,2 (1.Northeast China Institute of Electric Power Engineering Jilin City 132012;2.Harbin Instire of Technology,Harbin 150001);Data Fusion Technique Based on Multi-sensor[J];Journal of Northeast China Institute of Electric Power Engineering(Natural Science Edition);2004-01
2 WANG Hong qiang,LI Xiang,LIU Dan,GUO Gui rong (College of Electronic Science and Engineering,National Univ. of Defense Technology,Changsha 410073,China);Maneuvering Target Tracking in the Nonlinear System[J];Journal of National University of Defense Technology;2002-04
3 HUANG He1,ZHANG Hui-sheng1,XU Jia-dong1,HUANG Ying2,XU Jian1 (1.Northwestern Polytechnical University,Xi'an 710072,China,2.Airforce Engineering University,Xi'an 710038,China);A Target Tracking Algorithm based on Fuzzy Data Fusion and Kalman Filter[J];Fire Control and Command Control;2008-01
4 WANG Jing-jing HF Yong-qiang Shijiazhuang Ordnance Engineering College,Shijiazhuang 050003,China;Identification of Aircraft—Point Target in Two Infrared Wavebands[J];Infrared;2008-04
5 ZHANG Xiaoqiang~1,WANG Zhengyou~2,YU Hongzhen~2(1.School of Managament,China University of Mining and Technology,Xuzhou 221008,China;2.College of Information and Electrical Engineering,China University of Mining and Technology,Xuzhou 221008,China);Information Fusion Monitoring of Pit Bottom Based on the Nerve Networks[J];Journal of Southern Yangtze University;2006-04
6 Duan Zhansheng Han Chongzhao Dang Hongshe(Institute of Synthetic Automation,Xi'an Jiaotong University,Xi'an710049);Maneuvering Target Tracking Using"Current "Statistical Model with Unknown Maximum Accelerations[J];Computer Engineering and Applications;2003-29
7 ZHU Min,YOU Zhisheng,NIE Jiansun(Computer College,Sichuan University,Chengdu Sichuan 610064,China);Design and Realization of Radar MMC System Based on Data Fusion[J];Computer Applications;2003-02
8 SUI Hong-bo,FANG Xiao-ying,WU Ying(Institute of Information Engineering,Information Engineering University,Zhengzhou 450002,China);A Modified Adaptive Tracking Algorithm Based on Current Statistic Model[J];Radar Science and Technology;2008-03
9 (School of Electrical and Mechanical Engineering, Jiaxing U- niversity, Jiaxing 314001,China)Liu,Qingsong Qian,Suxiang (Zhejiang University, Hangzhou 310027,China)Yan,Gongbiao;Application of Information Data Fusion Technique Based on Multisensor to power system[J];;2006-31
10 TIAN Ji hua, ZHANG Ping ding, WANG Rui(The Missile Institute, AFEU, Sanyuan 713800, China);An Application of the Fuzzy Data Fusion in the Data Association of Radar Networks[J];Systems Engineering and Electronics;2002-10
Chinese Journal Full-text Database 10 Hits
1 NIU Rong (College of Information Engineering, Tarim University, Alar, Xinjiang 843300);Design for Cotton Planting Expert System Based on .NET[J];Journal of Anhui Agricultural Sciences;2008-08
2 WU Xi-rang , WU Guo-yue (1 Dept. of Electro-mechanics, NIST, Nanyang 473066, China) (2 Huanan University of Science & Technology, Guangzhou 510641, China);The Design of New-Type Control Systemfor CNC Machine Tool[J];ORDNACE INDUSTRY AUTOMATION;2000-03
3 LIU Huinan, LI Jingyuan, LIU Jing'an, XIE Jianxin (Materials Science and Engineering School, UST Beijing, Beijing 100083, China; Southwest Aluminium Fabrication Plant, Chongqing 401326, China);Database System for Design of Extrusion Dies[J];Journal of University of Science and Technology Beijing;2001-01
4 WU Ji ping 1,2 , WU Yun xin 2, LONG Zhi li 2 (1. Zhuzhou Institute of technology Zhuzhou 412008,China; 2. Central South University ,Changsha 410083,China);Design and Realization of Fault Diagnosis Expert System Baesd on Fuzzy Mathematics[J];Packaging Engineering;2003-02
5 DING Yi,DONG Shun-lan,YANG Guan-bo(Shaanxi University of Science and Technology,Xi`an 710021,China);Study of Fuzzy Reasoning Methods Based on Packaging Fragility[J];Packaging Engineering;2008-01
6 MA Jin-lin(North University for Nationalities,Yinchuan 750021,china);Design and Implementation of Real-time Digital Reference Service Based on Expert Systems[J];Journal of Chongqing Institute of Technology(Natural Science);2008-09
7 ZHONG Jianga,CHANG Kai-quna,KONG Ling-gangb(a.College of Computer;b.College of Communication,Chongqing University,Chongqing 400044,China);Expert System for Soldiers' Regular Ideological and Political Work[J];Journal of Chongqing Institute of Technology(Natural Science);2009-03
8 WANG Yue-xin,QIU Yi-qing,LIU Xiang-hua(The State Key Laboratory of Rolling and Automation,Northeastern University,Shenyang 110004,China.);On the Fuzzy Expert System for Quality Judgement of Continuous Casting Slabs[J];Journal of Northeastern University(Natural Science);2009-07
9 WANG Lü, LI Bei-zhi (College of Mechanical Engineering, Donghua University, Shanghai, 200051);Study on Evaluating Deciding of Multi-procedure in Agile Manufacturing[J];Journal of Donghua University,Natural Science;2004-02
10 South China Univ. of Tech. CHANG Yunlong et al;Expert Knowledge Base Establishing in Spot Welding Control System[J];ELECTRIC WELDING MACHINE;1998-05
China Proceedings of conference Full-text Database 2 Hits
1 Xiong Yanbin,Li Zhongkui (Dept.Hydraulic Engineering,Tsinghua University,Beijing 100084 China);RESEARCH & DEVELOPMENT ON EXPERT SYSTEM FOR THE STABILITY OF ROCK MASS AND SUPPORT DESIGN IN THE UNDERGROUND ENGINEERING[A];[C];2000
2 ;Designing and Implementing of Fuzzy Comprehensive Evaluation Exploiting Tool[A];[C];2002
Chinese Journal Full-text Database 10 Hits
1 JIANG Qing-quan (Nanjing Electronic Engineering Institute, Nanjing 210014, China);The Application of Data Fusion in Radar Target Recognition[J];Ordnace Industry Automation;2001-02
2 HUANG Tao,XIA Pei-lun(Brigade of graduate,Navy Submarine Academy,Qingdao 266071,China);Target Fusion Recognition by Information from Various Resources for Submarine[J];Ordnance Industry Automation;2004-03
3 WANG Fei, WAN Shao-song, YUAN Hua (Dept. of Missile Engineering, Air Force Engineering University, Xi’an 710051, China);Target Track Algorithm Based on Double-Module Guided End Appearance of Infrared/Millimeter Wave Radar[J];Ordnance Industry Automation;2006-10
4 Lan Jinhui Ma Baohua * Li Youwen ** Li Kejie * (Department of Precision Instruments and Mechanology, Tsinghua University, Beijing, 100084) (School of Mechatronic Engineering, Beijing Institute of Technology *) (Mathematics and Physics Depart;ACQUIRING ATTRIBUTE WEIGHT OF MULTISENSOR DATA FUSION BY AHP[J];Acta Armamentarii;2001-01
5 Xiang Zheng Fu Li Fan Yuezu (School of Automation Science and Electrical Engineering, Beijing University of Aeronautics and Astronautics, Beijing 100083, China);Application of L-D factorization in calculating inverse in federated filter[J];Journal of Beijing University of Aeronautics and Astronautics;2003-08
6 Su Huimin Zhang Minglian (Beijing University of Aeronautics and Astronautics,Dept. of Automatic Control);Distributed Data Fusion in Multisensor Detection System[J];JOURNAL OF BEIJING UNIVERSITY OF AERONAUTICS AND ASTRONAUTICS;1999-03
7 Geng Len;Pan Xufeng;Li Xiaolei;Zhu Jiaguang School of Vehicular Engineering, Beijing Inshtute of Technology, Beijing 100081;Applcations of Dempster-Shafer Evidence Reasoning in Data Fusion[J];Journal of Beijing Institute of Technology;1997-02
8 MA Jianguang,JIA Yunde(Department of Computer Science and Engineering, School of Information Science and Technology, Beijing Institute of Technology, Beijing100081, China);An Omnidirectional Camera Based Localization for a Mobile Robot[J];Journal of Beijing Institute of Technology;2003-03
9 ZHANG Jing-fen,ZHAO De-you(School of Naval Architecture,Dalian university of Technology,Dalian116024,China);Fault diagnosis to structural crack based on FNN and Data Fusion[J];Journal of Ship Mechanics;2004-02
10 HUANG Yan-xin, YU Zhe-zhou, HU Cheng-quan, ZOU Shu-xue, ZHOU Chun-guang,WANG Yan (College of Computer Science and Technology, Jilin University, Changchun 130012, China);Rough-set-based fuzzy-neural-network system for taste signal identification[J];Journal of Changchun Post and Telecommunication Institute;2004-03
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 YU Jing-song,WAN Jiu-qing,GAO Xiu-lin (School of Automation Science and Electrical Engineering,Beijing University of Aeronautics and Astronautics,Beijing 100191,China);Research on Dim Point Moving Target Detection in Infrared Image[J];Acta Armamentarii;2008-12
2 Wang Xinfeng Wang Hongzhi Gao Minzhong(Jiuquan Satellite Launch Center of China,Jiuquan 732750,China);Fusion algorithm for transient loading volume with accumulative error[J];Journal of Beijing University of Aeronautics and Astronautics;2012-05
3 CAI Kai-long,XIE Shou-sheng,WU Yong(Coll of Engin,Airforce Engineering University,Xi'an 710038,China);Study on given rotating speed of some turbofan engine based on data fusion[J];Transducer and Microsystem Technologies;2006-01
4 SU Ying1,2,CHEN Ping1(1.Institute of Computer Science and Technology,Shandong University of Technology,Zibo 255049,China;2.Institute of Computer Science and Technology,Binzhou University,Binzhou 256600,China);Data fusion technology in vehicle traction performance test based on RBF neural network[J];Transducer and Microsystem Technologies;2007-02
5 HUANG Man-guo1,2,FAN Shang-chun1,2,ZHENG De-zhi1,XING Wei-wei1(1.Key Laboratory of Precision Opto-mechanics Technology of Ministry of Education,Deptartment of Instrument Science & Opto-electronics Engineering,Beihang University,Beijing 100191,China;2.State Key Laboratories of Transducer Technology,Shanghai 200050,China);Research progress of multi-sensor data fusion technology[J];Transducer and Microsystem Technologies;2010-03
6 WANG Gang12 ZHANG Zhi-Yu1 1.The Institute of Automation and Information Engineering  Xi'an University of Technology  X i'an 710048China; 2.Communication and Automation of Command Section The PLA Xi'an Communication Institute Xi'an 710106China;The Current Status of the Multi-sensor Data Fusion[J];Electrical Measurement & Instrumentation;2006-02
7 LI Jian,JIANG Hong,SONG Long,REN Zhang(School of Automation,Beijing University of Aeronautics and Astronautics,Beijing 100083,China);A nonlinear filtering algorithm for precise tracking of maneuvering target[J];Electronics Optics & Control;2006-02
8 LIU Song-tao,YANG Shao-qing(Dept.of Information & Communication Engineering,Dalian Naval Academy,Dalian 116018,China);A review of target recognition and tracking algorithms based on image fusion[J];Electronics Optics & Control;2007-04
9 ZHANG Zhi-qiang,PAN Shuang,YU Yun-zhi(Naval Submarine Academy,Qingdao 266071,China);H_∞ filter applied in GPS dynamic locating[J];Electronics Optics & Control;2007-04
10 PAN Shuang,WU Yu-qiang(Naval Submarine Academy,Shandong Qingdao 266071,China);Research of Adaptively H_∞ Filter Based on M-estimation[J];Journal of Projectiles,Rockets,Missiles and Guidance;2007-05
China Proceedings of conference Full-text Database 5 Hits
1 Zhao Bo-Lang Cai Yuan-Li (School of Electronic and Information Engineering,Xi'an Jiaotong University,Shanxi,Xi'an,710049);A New Adaptive Algorithm for the Process Noise Covariance in “Current” Statistical Model[A];[C];2008
2 Zhang Sha~(1,2),Yang Xiaojun~1 (1.Xi'an Institue of Optics and Precision Mechanics,Chinese Academy of Science,Xi'an 710119,China; 2.Graduate School of the Chinese Academy of Science,Beijing 100039,China);Application of Kalman Filter in Photoelectricity Measurement and Control System[A];[C];2010
3 YAN Hong-li,LIU Yi-bing,HAN Xiao-juan (North China Electric power University, Beijing 102206);Faults Diagnosis of Machines With Information Fusion Method[A];[C];2005
4 TAI Ying-ying, CHEN Xiao-hui (Department of electronics and information, East China Shipbuilding Institute, Zhenjiang 212003);A Fusion Approach for Data Association based on Fuzzy Neural Networks[A];[C];2003
5 Li Shujun Jiang Xiaoyu Ji Hongxia (Armored Force Engineering Institute, Beijing 100072);Multi-sensor Information Fusion Technology and Applied Annotation of Typical Arithmetic[A];[C];2005
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved