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《Science of Surveying and Mapping》 2008-04
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The improved IEKF algorithm for pseudolite positioning system

GAO Wei-guang①④,PAN Na-na②,ZHANG Xiao-dong③(①Institute of Surveying and Mapping,University of Information Engineering,Zhengzhou 450052,China;②School of Resources and Safety Engineering,China University of Mining & Technology,Beijing 100083;③Xian Research Institute of Surveying and Mapping,Xian 710054,China;④61081 Troops,Beijing100094,China)  
Firstly,the linearization error of non-linear observation equations of Pseudolite navigation system,resulting from the nearer distance between Pseudolites and users,is analyzed in detail,and the importance of considering linearization error in pseudolite data processing is pointed out.Then,the shortcomings of IEKF algorithm are also analyzed.Further more,an improved IEKF algorithm,based on the principle of equivalent covariance matrix of observational vector,is put forward.It is shown,by derivations and calculations,that the improved IEKF algorithm can not only improve the filter estimation accuracy,but also control the influences of measurement outliers.
【Fund】: 国家自然科学基金资助(40274002和40474001)
【CateGory Index】: P228.4
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【References】
Chinese Journal Full-text Database 3 Hits
1 WANG Xiao-nan1,2,GAO Shan2,CHENG Bai-lin2 (1.National Defense University,Beijing, 100091,China, 2.Air Force Radar Academy,Wuhan430019,China);Extraction of Ballistic Coefficient of Reentry Warhead Based on Unscented Kalman Filtering Smoothing[J];Fire Control & Command Control;2011-06
2 ZHANG Yi,ZHAO Li-ming,LUO Yuan(Research Center of Intelligent System & Robotics,Chongqing University of Posts & Telecommunications,Chongqing 400065,China);Mobile robots simultaneous localization and mapping research based on MIEKF[J];Application Research of Computers;2011-03
3 LONG Hui1,HU Li2,ZHOU Yan-yu3(1.Hunan Biological and Electromechanical Polytechnic,Changsha 410126,China;2.Hunan Intelligent Control System Company,Changsha 410001,China;3.College of Information Engineering,Central South University,Changsha 410075,China);Application of Iterated Kalman Filtering in Robot Localization[J];Modern Electronics Technique;2010-22
【Citations】
Chinese Journal Full-text Database 2 Hits
1 YANG Yuanxi(Xian Research Institute of Surveying and Mapping, Xian 710054);Model error influences on kalman filtering[J];Science of Surveying and Mapping;2006-01
2 Tao Benzao (WTUSM,Wuhan 430070);IDENTIFICATION OF KALMAN FILTERING MODEL ERRORS[J];CRUSTAL DEFORMATION AND EARTHQUAKE;1999-04
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 WEI Gaosheng,ZHANG Xinxin,YU Fan,CHEN KuiMechanical Engineering School,University of Science and Technology Beijing,Beijing,100083,China;Thermal diffusivity measurements on xonotlite insulation materials by the laser-flash method[J];Journal of University of Science and Technology Beijing;2006-08
2 LI Tie1,NIE Peng1,LI Xiang2 (1.The Chinese People's Liberation Army 91550,Dalian 116023,China;2.College of Underwater Acoustic Engineering,Harbin Engineering University,Harbin 150001,China);Research on technique of underwater positioning sensor system installation error calibration[J];Transducer and Microsystem Technologies;2010-06
3 TIAN Yu-gang1, WANG Xin-zhou2, HUA Xiang-hong2(1. College of Resource Science & Technology, Beijing Normal University, Beijing 100875, China)2. School of Geodesy and Geomatics, Wuhan University, Wuhan 430079, China);Genetic algorithms based on nonlinear least squares estimation[J];Engineering of Surveying and Mapping;2004-04
4 CHENG Yi-jun1,2, SUN Hai-yan1, CHENG Hai-bin2(1. School of Grodesy and Geomatics,Wuhan University, Wuhan 430079, China)2. PLA 75719 Group, Wuhan 430074, China);Robust estimate of Kalman filtering and its application in adjustment of dynamic leveling network[J];Engineering of Surveying and Mapping;2004-04
5 YANG Yuan-xi1, ZHANG Shuang-cheng2, GAO Wei-guang3 (1. Xi'an Institute of Geodesy and Geomatics, Xi'an 710054, China0 2. School of Geology Engineering and Geomatics, chang'an University, Xi'an 710054, China; 3. School of Geodesy and Geomatics, Info-science and Technology Uni., Zhengzhou 450052, China);Analyses and comparisons of some strategies for nonlinear Kalman filter in GPS navigation[J];Engineering of Surveying and Mapping;2005-03
6 DENG Xing-sheng1,2,WANG Xin-zhou1,2,3(1.School of Geodesy and Geomatics,Wuhan University,Wuhan 430079,China;2.Research Center for Hazard Monitoring and Prevention,Wuhan University,Wuhan 430079,China;3.School of Geo-Information Science and Engineering,Shandong University of Science and Technology,Qingdao 266510,China);The application of simulated annealing algorithm to adjust control network[J];Engineering of Surveying and Mapping;2008-01
7 HU Zhi-gang1,2,HUA Xiang-hong1,2(1.Research Center for Hazard Monitoring and Prevention,Wuhan University,Wuhan 430079,China; 2.School of Geodesy and Geomatics,Wuhan University,Wuhan 430079,China);Levenberg-Marquarat algorithm and its application in parameter estimation of the surving models[J];Engineering of Surveying and Mapping;2008-04
8 HU Zhi-gang1,2,HUA Xiang-hong1,2,LI Hai-ying1,2(1.Hazard Monitoring and Prevention Research Center,Wuhan University,Wuhan 430079,China;2.School of Geodesy and Geomatics,Wuhan University,Wuhan 430079,China);Non-linear coordinate transformation method based on homotopy arithmetic[J];Engineering of Surveying and Mapping;2008-06
9 YU Zhong-wei1,2,HUA Xiang-hong1,2,CHENG Meng-hua1,2,ZHANG Wei1,2(1.Hazard Monitoring and Prevention Research Center,Wuhan University,Wuhan 430079,China;2.School of Geodesy and Geomatics,Wuhan University,Wuhan 430079,China);Precision assessment of multi-parameters information diffusion estimation[J];Engineering of Surveying and Mapping;2009-03
10 XU Cheng-quan1,HUA Xiang-hong2,3,FAN Qian2,3,XIA Chuan-yi4,YANG Rong-hua1(1.Department of Geography,Minjiang University,Fuzhou 350108,China;2.School of Geodesy and Geomatics,Wuhan University,Wuhan 430079,China;3.Research Center for Hazard Monitoring and Prevention,Wuhan University,Wuhan 430079,China;4.Wuhan Geotechnical Engineering and Surveying Institude,Wuhan 430022,China);Regional ionospheric delay model based on neural network and its application in single frequency precise point positioning[J];Engineering of Surveying and Mapping;2009-04
China Proceedings of conference Full-text Database 5 Hits
1 Chen Li, Wu Ren-biao, Lu Dan Tianjin Key Lab for Advanced Signal Processing , CAUC , Tianjin , 300300 , China;A Weighted Direct Calculation GPS Positioning Algorithm[A];[C];2012
2 XU A-pei GUI Qing-ming HAN Song-hui (Dept.Mathematics and Physics,Institute of Science,Information Engineering University,Zhengzhou 450001);Analysis of Model Error Influences on Kalman Filtering[A];[C];2007
3 Chen Kai~(1,2) Zhang Pengfei~1 Zhang Jun~1 Zhang Xianyun~1 (1 Mining college,Guizhou University,550003,Guiyang,China; 2 GuiZhou Key Laboratory of Comprehensive Utilization of Non-metallic Mineral Resources,,550003,Guiyang,China);Basis for Geodetic Observation Modeling[A];[C];2010
4 MOU Zhong kai SUI Li fen ZHANG Qing hua Gan Yu (Institute of Survey and Mapping,Information Engineering University,Zhengzhou 450052,China);Consideration of Model Errors for Linearization in EKF Algorithm[A];[C];2010
5 HE Zhen-bin~1 NIE Jian-liang~1 WU Fu-mei~(2,3) (1 School of Geological and Surveying Engineering,Chang'an University,Shaan'xi,Xi'an,710054,China;) (2 Xi'an Research Institute of Surveying and Mapping,Shaan'xi,Xi'an,710054,China;) (3 Institute of Surveying and Mapping,Information Engineering University,He'nan,Zhengzhou,450052,China;);Outlier Influence Control in GPS/INS Navigation by IMM Algorithm[A];[C];2010
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 Zheng Quan(College of Sciences, North China Univ. of Tech., 100041, Beijing, China);Quadratic Convergence and Convergence Ratio Factor of Newton's Iteration Method Under Weak Conditions[J];Journal of North China University of Technology;2003-01
2 Shi Yanshan (School of Automation Science and Electrical Engineering, Beijing University of Aeronautics and Astronautics) Li Daoben (Information Science and Engineering School, Beijing University of Post and Telecommunication) Fan Yuezu (School of Automation Science and Electrical Engineering, Beijing University of Aeronautics and Astronautics);Optimization of Extended Kalman Filter for Cellular Mobile Location[J];Journal of Beijing University of Aeronautics and Astronautics;2003-04
3 WANG Hui, WANG Wei (Automation College, Harbin Engineering University, Harbin 150001, China);Study on a positioning algorithm based on improved Kalman filter[J];Ship Engineering;2006-04
4 LUO Lei,TIAN Zeng-shan,CHEN Jun-ya(Institute of Wireless Location and Space Measurement,Chongqing University of Posts and Telecommunications,Chongqing 400065,P.R.China);Algorithm of EKF positioning and tracking[J];Journal of Chongqing University of Posts and Telecommunications(Natural Science Edition);2009-01
5 LIU Hui(School of Mathematics,Physics and Software Engineering,Lanzhou Jiaotong University,Lanzhou 730070,China);Newton Iteration Method for Nonlinear Equation Solutions and Its Application[J];Journal of Chongqing Institute of Technology(Natural Science Edition);2007-08
6 ZHU Xiaohong,LI Xilai,YANG Yuanxi;Considerations for Accelerating Compass Construction from the Viewpoint of International GNSS Development[J];Bulletin of Surveying and Mapping;2011-08
7 YANG Yuanxi China National Administration of GNSS and Applications,Beijing 100088,China;Progress,Contribution and Challenges of Compass/Beidou Satellite Navigation System[J];Acta Geodaetica et Cartographica Sinica;2010-01
8 SHI Xingxi1,WANG Tiesheng3,HUANG Bo2,ZHAO Chunxia2 1.School of Science,Nanjing University of Science and Technology,Nanjing 210094,China;2.School of Computer Science and Technology,Nanjing University of Science and Technology,Nanjing 210094,China;3.College of Resources and Environmental Information,North China Institute of Water Conservancy and Hydroelectric Power,Zhengzhou 450008,China;Integrated Localization Algorithm for DGPS/DR Based on SUT-EKF[J];Acta Geodaetica et Cartographica Sinica;2010-05
9 XU Jing-shuo QIN Yong-yuan GU Dong-qing (Dept.of Automatic Control,Northwestern Polytechnical University,Xi'an 710072,China);Research on Schemes for Restraining Kalman Filter Divergence[J];Journal of Projectiles,Rockets,Missiles and Guidance;2004-S2
10 WANG Tao XU De-min JI Wei WANG Bo (College of Marine,Northwestern Polytechnical University,Xi'an 710072,China);A Method of Preventing Divergence of EKF[J];Journal of Projectiles,Rockets,Missiles and Guidance;2005-S5
【Secondary References】
Chinese Journal Full-text Database 4 Hits
1 DONG Xiao-ming;School of Computer & Information,Anqing Teachers College;;Research of Mobile Robots Accurate Localization Based On Stereo Vision[J];Journal of Anqing Teachers College(Natural Science Edition);2013-04
2 LIN Tao;LIU Yi-an;College of Internet of Things Engineering,Jiangnan University;;Application of Improvement UKF algorithm in Over-the-Horizon Radar[J];Computer Simulation;2014-06
3 XUE Yong-sheng;WANG Heng;ZHANG Hua;HUO Jian-wen;Key Laboratories for Special Environment Robot Technology of Sichuan Province ,Southwest University of Science and Technology;;Improved EKF- SLAM Method and Its Implementation on the Turtlebot[J];Journal of Southwest University of Science and Technology;2015-01
4 HE Changjian;MENG Xiuyun;HE Xiang;Beijing institute of Technology School of Aerospace;The first research institute of ministry of public security of PRC;;Harmonic Radar Seeker Target Information Estimation Algorithm[J];Journal of Detection & Control;2015-04
【Secondary Citations】
Chinese Journal Full-text Database 5 Hits
1 WANG Guo-fu, ZHU Jian-jun;Adaptive Filtering under the Observation Contaminated the Gross Error[J];Bulletin of Surveying and Mapping;2004-04
2 He Haibo (Zhengzhou Institute of Surveying and Mapping, Zhengzhou,Henan, 450052) Yang Yuanxi (Xi'an Research Institute of Surveying and Mapping, Xi'an,Shaanxi,710054);Detection of Successive Cycle Clips for GPS Kinematic Positioning[J];ACTA GEODAETICA ET CARTOGRAPHIC SINICA;1999-03
3 YANG Yuan xi 1, HE Hai bo 2, XU Tian he 2 (1. Xi'an Research Institute of Surveying and Mapping, Xi'an 710054,China; 2. Institute of Surveying and Mapping, Information Engineering University of PLA, Zhengzhou 450052, China);Adaptive Robust Filtering for Kinematic GPS Positioning[J];Acta Geodaetica Et Cartographic Sinica;2001-04
4 Tao Benzao (WTUSM,Wuhan 430070);IDENTIFICATION OF KALMAN FILTERING MODEL ERRORS[J];CRUSTAL DEFORMATION AND EARTHQUAKE;1999-04
5 Yang Yuanxi;Robust Kalman Filter for Dynamic Systems[J];JOURNAL OF THE PLA INSTITUTE OF SURVEYING AND MAPPING;1997-02
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