Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Engineering of Surveying and Mapping》 2008-01
Add to Favorite Get Latest Update

Application of adaptive Kalman filter method to the date processing of deformation monitoring

CHEN Lei,LIU Li-long,CHEN Dong-yin(Dept.of Civil Engineering,Guilin University of Technology,Guilin,541004,China)  
The Kalman filtering as a dynamic data processing method widely used in data processing of deformation monitoring.Considering the accuracy problem of filtering resulting from the inaccurate dynamic noise of the Kalman filter, an adaptive Kalman filtering based on variance compensation is advanced.And through the traditional Kalman filtering and adaptive Kalman filtering to GPS deformation monitoring data processing,the results show that the adaptive Kalman filtering can efficiently suppress the noise of GPS deformation monitoring.
【Fund】: 国家自然科学基金资助项目(40574002);; 广西省青年科学基金资助项目(0728097)
【CateGory Index】: TU196.1
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【References】
Chinese Journal Full-text Database 1 Hits
1 QI Gongyu,QIU Weining;Kalman Filter Applied Algorithm Based on Mean Square Error Minimum[J];Bulletin of Surveying and Mapping;2009-07
【Citations】
Chinese Journal Full-text Database 5 Hits
1 XU Guo-hui,YU Chun-lin;Establishment of Kalman Filtering Model and Its Application in Construction Deformation Measurement[J];Bulletin of Surveying and Mapping;2004-04
2 HU Guo rong,OU Ji kun (Institute of Geodesy & Geophysics ,Chinese Academy of Sciences,Hubei,Wuhan,430077);The Improved Method of Adaptive Kalman Filtering for GPS High Kinematic Positioning[J];ACTA GEODAETICA ET CARTOGRAPHIC SINICA;1999-04
3 Zheng Zhaobao, Zhou Yueqin (Wuhan Technical University of Surveying and Mapping, 430070);A STUDY OF TEXTURE AND DESCRIPTION FOR AERIAL IMAGES[J];ACTA GEODAETICA ET CARTOGRAPHIC SINICA;1997-03
4 MA Pan 1,WEN Hong_yan 1,2 (1.Department of Civil Engineering,Guilin Institute of Technology,Guilin 541004,China;2.School of Geodesy and Geomatics,Wuhan University,Wuhan 430079,China);Application of discrete Kalman filtering to GPS data processing of kinematic deformation[J];Journal of Guilin Institute of Technology;2002-03
5 HU Cong wei, LIU Da jie (Department of Surveying and Geoinformatics,Tongji University,Shanghai 200092,China);Adaptive Kalman Filtering and Its Application Based on Variance Component Estimation[J];Journal of The Pla Institute of Surveying and Mapping;2002-01
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 XU Guan-lei1, JI Chun-sheng2, GE De-hong1 (1. Graduate Team, Navy Submarine Academy, Qingdao 266071, China; 2. Staff Room of Electronic Navigation, Navy Submarine Academy,Qingdao 266071, China);Application of Adaptive Kalman Filter in Underwater Navitation System of Submarine[J];Ordnance Industry Automation;2003-06
2 Hu Guorong\ Cui Weihong (Institute of Remote Sensing Applications, Chinese Academy of Sciences, Beijing,100101);METHOD OF WEIGHTED GPS+GLONASS SINGLE-POINT POSITIONING[J];Acta Armamentarii;2002-01
3 CHEN Ben-fu, GUO Xian-chun (Department of Geoscience and Rasource lnformation, East China lnstitute of Technology, Fuzhou 344000, China);The Choice of Models for Surveying Data Processing at Different Stages in the Nuclear Power Plant's Construction[J];Beijing Surveying and Mapping;2006-02
4 BAI Meng,ZHAO Xiao-guang,HOU Zeng-guang(Key Laboratory of Complex Systems and Intelligence Science,Institute of Automation,Chinese Academy of Sciences,Beijing 100080,China);Application of an Adaptive Filter in Initial Alignment of Strapdown Inertial Navigation System with Large Misalignment Errors[J];Chinese Journal of Sensors and Actuators;2008-06
5 SUI Li-fen, TAO Da-xin (Information Engineering University, Zhengzhou 450052, China);Various Adjustment Methods of Unknown Parameters with Prior Information and Its Comparison[J];Engineering of Surveying and Mapping;2001-04
6 Research Institute of Surveying and Mapping Jiang Zhiheng;A Suggested Method for the Adjustment of China Gravity First-order Net[J];;1988-02
7 XU Tian he,YANG Yuan xi(Institute of Surveying and Mapping of Information Engineering University,66 Longhai Road,Zhengzhou,China,450052);The Improved Method of Sage Adaptive Filtering[J];DEVELOPMENTS IN SURVEYING AND MAPPING;2000-03
8 CUI Xian-qiang(Institute of Surveying and Mapping, Information Engineering University of Zhengzhou, Zhengzhou 450052, China);Sage Adaptive Filtering with the Weighted Prediction of the Variance-covariance Matrix[J];Developments In Surveying and Mapping;2002-02
9 YANG Yuan-xi,TANG Ying-ze,LI Qing-tian,ZOU Yi-jiang(Xi'an Research Institute of Surveying and Mapping, Xi'an 710054, China);Experiments of adaptive filters for kinemetic GPS positioning applied in road information updating in GIS[J];Science of Surveying and Mapping;2003-04
10 ZHAO Chang-sheng,TAO Ben-zao(School of Geodesy and Geomatics,Wuhan University,129,Luoyu Road,Wuhan 430079,China;Department of territory information and surveying engineering of Xuzhou Normal University,Xuzhou Jiangsu 221116);Collocation of nonlinear system considering quadratic terms in successive steps[J];Science of Surveying and Mapping;2006-03
China Proceedings of conference Full-text Database 4 Hits
1 Zeng cuijuan (School of Electrical Eng.and Info.,Sichuan University,Chengdu 610065) Du chuanli (sichuan huaneng fujiang hydropower co,ltd,sichuan,chengdu,610041);Dynamic G PS Kalman Filtering Arithmetic Realized with FPGA[A];[C];2007
2 CHEN Ben-fu (Department of Geoscience and Resource Information, East China Institute of Technology, Fuzhou 344000,China);Application of Free Network Adjustment in Detecting the Deformation of the Nuclear Power Station Reactor Building (RX)[A];[C];2007
3 Xu Guanlei, Wang Xiaotong, Xu Xiaogang, Zhu Tao, Tian Hengdou (Dalian Naval Academy, Dalian 116018);Navigation data fusion for naval vessels based on Empirical Mode Decomposition[A];[C];2005
4 TIAN Shi-jun~1 PI Yi-ming~1 ZHOU Yu~2 (1 School of Electronic Engineering,University of Electronic Science and Technology of China,Chengdu 610054, China;2 Information Department,Xin Shan Cun Street,Da Du Kou Section,Chongqing 410084,China);Research of Data Fusion Algorithm in GPS/Barometric Altimeter Based on Particle Filtering[A];[C];2009
【Co-references】
Chinese Journal Full-text Database 3 Hits
1 HUANG Xian-yuan, SUI Li-fen, LIU Mai-xi(Institute of Surveying and Mapping, Information Engineering University, Zhenzhou 450052, China);A method of measure the result of the adaptive factor by decompounding spectrum[J];Science of Surveying and Mapping;2008-01
2 YU Xue-xiang,LU Wei-cai (Huainan University of Technology, HuaiNan 232001,China);Robust Kalman Filtering Model and Its Application in GPS Monitoring Networks[J];Acta Geodaetica Et Cartographic Sinica;2001-01
3 SUI Lifen~(1) LIU Yanyu~(1) WANG Wei~(1)(1 Institute of Surveying and Mapping,Information Engineering University,66 Middle Longhai Road,Zhengzhou 450052,China);Adaptive Sequential Adjustment and Its Application[J];Geomatics and Information Science of Wuhan University;2007-01
【Secondary Citations】
Chinese Journal Full-text Database 5 Hits
1 Liu Dajie Yu Zhenglin(Wuhan Technical University of Surveying and Mapping);DYNAMIC SURVEYING SYSTEM ANDKALMAN FILTERING[J];Acta Geodaetica Et Cartographic Sinica;1988-04
2 HU Guo rong,OU Ji kun (Institute of Geodesy & Geophysics ,Chinese Academy of Sciences,Hubei,Wuhan,430077);The Improved Method of Adaptive Kalman Filtering for GPS High Kinematic Positioning[J];ACTA GEODAETICA ET CARTOGRAPHIC SINICA;1999-04
3 Zheng Zhaobao, Zhou Yueqin (Wuhan Technical University of Surveying and Mapping, 430070);A STUDY OF TEXTURE AND DESCRIPTION FOR AERIAL IMAGES[J];ACTA GEODAETICA ET CARTOGRAPHIC SINICA;1997-03
4 XU Guo-hui 1, LIU Yue 2 (1.School of Civil Engineering,Guangzhou University, Guangzhou 510405,China 2.Guangzhou Fourseas Real Estate Development Company, Guangzhou 510308,China);Precision Evaluation of Kalman Filtering[J];Journal of Guangzhou University(Natural Science Edition);2002-05
5 Duan Xiaodong;Yuan Xin(Department of Automatic Control, NUAA Nanjing, 210016)Tian Zhongyuan(Aviation Industries of China Beijing, 100712);Research on GPS/DNS Integrated Navigation System[J];TRANSACTIONS OF NANJING UNIVERSITY OF AERONAUTICS & ASTRONAUTICS;1996-01
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved