Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Geodesy and Geodynamics》 2009-03
Add to Favorite Get Latest Update

COMPARISON AMONG THREE SPATIOTEMPORAL FILTERING METHODS FOR REGIONAL GPS NETWORKS ANALYSIS

Hu Shouchao,Wu Jicang and Sun Yafeng(Department of Surveying and Geo-Informatics,Tongji University,Shanghai 200092)  
Three regional filtering methods:stacking,principal component analysis and Karhunen-Loeve expansion,were respectively applied to analyze the time series of daily coordinate for five years from twelve stations of Southern California integrated GPS network.The results indicate that the common mode errors can be extracted with all three methods and thereby the precision of coordinates will be improved remarkably,but they have respective advantages and disadvantages.
【Fund】: 国家自然科学基金(40674004 40671155)
【CateGory Index】: P207
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 8 Hits
1 Lu Yaying1),Wu Jicang1),Meng Guojie2) and Hu Congwei1)(1) Department of Surveying and Geo-informatics,Tongji University,Shanghai 2000922) Institute of Earthquake Science,CEA,Beijing 100036);METHOD OF BEAM FORMING FOR EXTRACTING SEISMIC WAVE INFORMATION BY USING GPS ARRAY DATA[J];Journal of Geodesy and Geodynamics;2010-05
2 Ao Minsi1),Hu Youjian1),Zhao Bin2,3),Ye Xianfeng1) and Ding Kaihua1)1)Faculty of Information and Engineering,China University of Geosciences,Wuhan 430074 2)Institute of Seismology,China Earthquake Administration,Wuhan 430071 3)Research Center of GNSS,Wuhan University,Wuhan 430079;APPLICATION OF PCA AND KLE TO HIGH-RATE POSITIONING[J];Journal of Geodesy and Geodynamics;2011-06
3 Lu Chenlong;Kuang Cuilin;Zhang Haonan;Yi Zhonghai;School of Geosciences and Info-Physics,Central South University;;Multipath correction method by combining EMD and PCA[J];Geotechnical Investigation & Surveying;2014-05
4 HE Xiao-xing;HUA Xiang-hong;ZHOU Shi-jian;TIAN Mao;School of Geodesy &Geomatics,Wuhan University;Hazard Monitoring & Prevention Research Center,Wuhan University;School of Geological Science and Surveying Engineering,East China Institute of Technology;Jiangxi Academy of Sciences;;Application of PCA/KLE in analysis of regional GPS coordinate time series[J];Science of Surveying and Mapping;2014-07
5 Su Lina;Ding Xiaoguang;Zhang Yanfen;Zhang Yongqi;Institute of Geology,CEA;Earthquake Administration of Shaanxi Province;Surveying and Mapping Engineering Institute of Shanxi Province;;STUDY ON COORDINATE TIME SERIES OF SHAANXI CONTINUOUS GPS REFRENCE STATIONS[J];Journal of Geodesy and Geodynamics;2014-05
6 CHEN Zhongwei;CHEN Xibin;QIU Chuan;ZHANG Shubi;School of Environment Science and Spatial Informatics,China University of Mining and Technology;Key Laboratory of Resources and Environment Information Engineering of Jiangsu Province;Survey Branch,Northeast Electric Power Design Institute;Sichuan Electric Power Design and Consulting Co.,Ltd.;;Research of selection of reference stations in mine area deformation monitoring based on JSCORS[J];Industry and Mine Automation;2015-09
7 YIN Haitao1,2 GAN Weijun1 XIONG Yongliang3 XIAO Genru1(1 State Key Laboratory of Earthquake Dynamics,Institute of Geology,CEA,Qijiahuozi,Beijing,100029,China)(2 Earthquake Administration of Shandong Province,20 East Wenhua Road,Jinan 250014,China)(3 Department of Surveying and Mapping Engineering,Southwest Jiaotong University,11 Erhuan Road,Chengdu 610031,China);Study on the Effect of PCA Spatial Filtering on High-rate GPS Positioning[J];Geomatics and Information Science of Wuhan University;2011-07
8 XIE Shuming;PAN Pengfei;ZHOU Xiaohui;Wuhan Geomatic Institute;School of Geodesy and Geomatics,Wuhan University;;Research on Common Mode Error Extraction Method for Large-Scale GPS Network[J];Geomatics and Information Science of Wuhan University;2014-10
【Citations】
Chinese Journal Full-text Database 4 Hits
1 Huang Liren (First Crust Monitoring and Application Center, CEA, Tianjin 300180);NOISE PROPERTIES IN TIME SERIES OF COORDINATE COMPONENT AT GPS FIDUCIAL STATIONS[J];Journal of Geodesy and Geodynamics;2006-02
2 Dai Wujiao1),Ding Xiaoli2) and Zhu Jianjun1)1)Department of Survey Engineering and Geomatics, Central South University, Changsha 4100832)Department of Land Surveying and Geo-informatics, Hong Kong Polytechnic University, Hongkong;STUDY ON MULTIPATH EFFECT IN STRUCTURE HEALTH MONITORING USING GPS[J];Journal of Geodesy and Geodynamics;2008-01
3 Wu Jicang,Sun Yafeng and Liu Chaogong(Department of Surveying and Geo-Informatics,Tongji University,Shanghai 200092);EXTRACTION OF COMMON MODE ERRORS FOR CONTINUOUS GPS NETWORKS AND DEFORMATION ANALYSIS[J];Journal of Geodesy and Geodynamics;2008-04
4 YUAN Lin-Guo1,DING Xiao-Li1,CHEN Wu1,KWOK Simon2,CHAN Siu-Bun2,HUNG Pen-Shan3,CHAU Kam-Tim4 1 Department of Land Surveying and Geo-informatics,The Hong Kong Polytechnic University,Kowloon,Hong Kong2 Geodetic Survey Section,Lands Department,Hong Kong SAR,Hong Kong3 Department of Land Management,Feng-Chia University,Taichung,Taiwan4 Department of Civil and Structural Engineering,The Hong Kong Polytechnic University,Kowloon,Hong Kong;Characteristics of daily position time series from the Hong Kong GPS fiducial network[J];Chinese Journal of Geophysics;2008-05
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 CHEN Ming,ZHANG Peng,SUN Zhan-yi(National Geomatics Center of China,Beijing 100048,China);GPS multipath error analysis and detection methods[J];Engineering of Surveying and Mapping;2011-05
2 LIU Guang-ming,WEI Zi-qing,TANG Ying-zhe,SONG Xiao-yong(Xi'an Research Institute of Surveying and Mapping,Xi'an710054,China);Data processing of maintaining geocentric coordinates system in China[J];Science of Surveying and Mapping;2008-04
3 YANG Bo,ZHANG Feng-shuang,HAN Yue-ping,CHEN Fu-chao(First Crust Monitoring and Application Center,CEA,Tianjin 300180,China);Identification and estimation of common-mode error from time sequences of vertical direction of GPS continuous stations[J];Science of Surveying and Mapping;2011-02
4 ZHANG Feng-shuang,YANG Guo-hua(First Crustal Monitoring and Application Center,CEA,Tianjin 300180,China);Discussion about quality evaluation on wavelet transformation of GPS continuous observation data[J];Science of Surveying and Mapping;2011-06
5 JIANG Zhihao1,ZHANG Peng2,1,BI Jinzhong3,LIU Lifen1 1.National Geomatics Center of China,Beijing 100048,China;2.School of Geodesy and Geomatics,Wuhan University,Wuhan 430079,China;3.Chinese Academy of Surveying and Mapping,Beijing 100039,China;Velocity Estimation on the Colored Noise Properties of CORS Network in China Based on the CGCS2000 Frame[J];Acta Geodaetica et Cartographica Sinica;2010-04
6 Chen Kai,Yu Qing;Study of GPS Multi-path Effect Principle and Data Post-processing Method[J];Urban Roads Bridges & Flood Control;2010-04
7 XU Yong-bin(Tanggu District Surveying and Mapping Institute of Tianjin City,Tianjin 300450,China);The Precision Comparison and Analysis of Online PPP Software[J];Geomatics & Spatial Information Technology;2011-04
8 ZHANG Feng-shuang1,WU Yan-qiang2,SUN Dong-ying1 (1.First Crust Monitoring and Application Center,CEA,Tianjin 300180,China; 2.Institute of Earthquake Science,CEA,Beijing 100036,China);Analysis of the Baseline Time Series from Continuous GPS Stations in the Mainland of China[J];Earthquake;2011-04
9 Gu Chuan1),Wang Lihua1,2) and Wan Jun1)1) Department of Surveying and Geo-informatics,Tongji University,Shanghai 2000922) Shanghai Dahua Surveying & Mapping Co.,Ltd,Shanghai 200136;MULTI-FREQUENCY COMPONENT ANALYSIS OF BUILDING VIBRATION MEASURED WITH RTK-GPS[J];Journal of Geodesy and Geodynamics;2008-02
10 Yang Guohua1),Wang Cuizhi2),Yang Bo1),Zhang Fengshuang1),Liu Xia1) and Han Yueping1)1) First Crust Monitoring and Application Center,CEA,Tianjin 3001802) Earthquake Administration of Tianjin Municiplity,Tianjin 300201;DISCUSSION ABOUT INFLUENCE OF ITRF "FRAME DRIFT" ON GPS CONTINUOUS OBSERVATION[J];Journal of Geodesy and Geodynamics;2009-04
China Proceedings of conference Full-text Database 4 Hits
1 Yang Guohua Zhang Fengshuang Wu Yanqiang Han Yueping 1)First Crustal Monitoring and Application Center,CEA,Tianjin 300180,China, 2)Institute of Earthquake Science,CEA,Beijing 100036,China;Time Sequences of Noise of the Coordinate Component of GPS Reference Stations and Its Classified Characteristics[A];[C];2007
2 Chuang Qian 1 , Hui Liu 2 ,Kuanjun Yang 3 ,Qianming Wang 4 1. Research Center of GNSS, Wuhan University, Whu Han, China 2. Research Center of GNSS, Wuhan University, Whu Han, China 3 Bureau of surveying and mapping and geographic information, Nan Chang, China 4. Research Center of GNSS, Wuhan University, Whu Han, China;Study on the Coordinate Time Series of GPS Reference Station in JXCORS[A];[C];2013
3 YIN Huifang 1 ,NIE Jianliang 1 ,NIE Jing 2 1 Shandong University of Science and Technology,Xi’an,China 2 Chinese Academy of Surveying and Mapping,Xi’an,China;An Analysis Method Determining Optimal Noise Model for Position Time Series of Regional GNSS Network[A];[C];2014
4 DONG Wen-liang 1 , SUN Fu-ping 1* , Zhu Xin-hui 1 , TIAN Liang 2 , LIU Shuai 1 , LI Ya-ping 1 , MAN Xiao-san 1 1. College of Navigation and Aerospace Engineering, Information Engineering University, Zhengzhou, 450001, China 2. Xian Division of Surveying and Mapping, Xian, 710054, China;Coordinate Monitoring for the Maintence of 2000 China Geodetic Coordinate Frame[A];[C];2014
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 SHAO Xiaomei3) XU Yueqing4) YAN Changrong5) (3)Key Laboratory of Land Use, Ministry of Land and Resources, China Land Surveying & Planning Institute, Beijing, 100035; 4)Department of Land Resource and Administration, College of Resources and Environment, China Agricultural University, Beijing,100094; 5)Institute of Agricultural Environment and Sustainable Development, CAAS, Beijing, 100081;;Wavelet Analysis of Rainfall Variation in the Yellow River Basin[J];Acta Scientiarum Naturalium Universitatis Pekinensis;2006-04
2 ZHANG Shi-yu,ZHONG Min,YAN Hao-ming LU Yang(Institute of Geodesy and Geophysics,Chinese Academy of Sciences,Wuhan 430077,China);Annual vertical crustal displacements predicted from surface mass redistribution at GPS stations in China[J];Science of Surveying and Mapping;2004-02
3 YANG Qiang①②, DANG Ya-ming①, BEI jin-zhong①(Institute of Geodesy and Geodynamic, Chinese Academy of Surveying and Mapping, Beijing 100039; ② Geoinformation Science & Engineering College, Shandong University of science and Technology, Qingdao 266510);Analysis of GPS time series of height component based on IGS continuous observation stations[J];Science of Surveying and Mapping;2007-03
4 ZHANG Peng~(①②), JIANG Zhi-hao~(①②) , BEI Jin-zhong~(①③④) , DANG Ya-min~③ (① School of Geodesy and Geomatics, Wuhan University,Wuhan 430079, China; ② National Geomatics Center of China , Baishengcun Zizhuyuan, Haidian district, Beijing 100044, China; ③ Chinese Academic of Surveying and Mapping, Beijing 100039, China; ④ Geomatics and Applications Laboratory,Liaoning Technical University, Fuxin 123000, China);Data processing and time series analysis for GPS fiducial stations in China[J];Science of Surveying and Mapping;2008-S2
5 ZHAN Wei①,WU Yan-qiang②,LIU Zhi-guang①(①First Crustal Monitoring and Application Center,CEA,Tianjin 300180,China;②Institute of Earthquake Prediction,CEA,Beijing 100036,China);The application of GPS data auto-processing program using GAMIT/GLOBK[J];Science of Surveying and Mapping;2009-S1
6 FAN Zhi-jian①,DU Shi-long②,FU Rong②(①Yunnan Provincial Geomatics Centre,Kunming 650034,China;②Yunnan Provincial Engineering Institute of Surveying and Mapping,Kunming 650033,China);Analysis and comparison on four conventional geodetic coordinate system during the transition period[J];Science of Surveying and Mapping;2010-S1
7 TIAN Yun-feng①②(① Institute of Crustal Dynamics,China Earthquake Administration,Beijing 100085,China;② State Key Laboratory of Earthquake Dynamics,Institute of Geology,China Earthquake Administration,Beijing 100029,China);Anomalous high frequency seasonal noises in GPS positions time series[J];Science of Surveying and Mapping;2011-01
8 ZHAO Qian①,SHEN Fei②(①GNSS Research Center,Wuhan University,Wuhan 430079,China;②Jiangsu Provincial Bureau of Surveying and Mapping,Nanjing 210013,China);Selection of IGS reference stations in data processing of Jiangsu CORS[J];Science of Surveying and Mapping;2011-06
9 CAO Quangen,AN Yanhui,DING Yuping;Study of IGS Stations Selection in GPS Data Processing[J];Bulletin of Surveying and Mapping;2009-08
10 DONG Chunlai,WANG Xianglan,JIANG Tingchen,ZHOU Li;3D Feature Analysis of Water Vapor over the Coastal Areas of Lian yungang Based on Tomography of JSCORS[J];Bulletin of Surveying and Mapping;2011-12
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 Yin Haitao1,2),Xiao Genru2),Zhang Lei4) and Zhu Chenglin2) 1)State Key Laboratory of Earthquake Dynamics,Institute of Geology,CEA,Beijing 1000292)Earthquake Administration of Shandong Province,Jinan 2500143)East China Institute of Technology,Fuzhou 3440004)Qingdao Exploration and Survey Institute,Qingdao 266032;STUDY ON METHOD FOR SELECTING REFERENCE STATION IN HIGH RATE GPS POSITIONING USING TRACK DURING EARTHQUAKE[J];Journal of Geodesy and Geodynamics;2012-04
2 ZHENG Haigang;Using PCA Analysis of GPS Coordinate Time Series[J];Geospatial Information;2013-02
3 YIN Hai-Tao1,2,GAN Wei-Jun2,HUANG Bei2,XIAO Gen-Ru2,LI Jie1,ZHU Cheng-Lin1 1 Earthquake Administration of Shandong Province,Jinan,250014,China 2 State Key Laboratory of Earthquake Dynamics,Institute of Geology,China Earthquake Administration,Beijing 100029,China;Study on the effects of Japan M9.0 huge earthquake on the crustal movement of Shandong area[J];Chinese Journal of Geophysics;2013-05
4 Zhang Haonan;Kuang Cuilin;Lu Chenlong;Zhou Yuanhua;School of Geosciences and Info-Physics,Central South University;Institute of Surveying and Mapping for Geology of Guangdong Province;;A MULTIPATH CORRECTION METHOD BASED ON WAVELET FILTERING AND PCA[J];Journal of Geodesy and Geodynamics;2013-04
5 Lu Chenlong;Kuang Cuilin;Zhang Haonan;Yi Zhonghai;School of Geosciences and Info-Physics,Central South University;;Multipath correction method by combining EMD and PCA[J];Geotechnical Investigation & Surveying;2014-05
6 LI Meng;HUANG Dingfa;YAN Li;LIAO Hua;FENG Wei;YUAN Linguo;Faculty of Geosciences and Environment Engineering,Southwest Jiaotong University;Disaster Relief Research Institute,Sichuan Provincial Earthquake Bureau;;Characteristics of Position Time Series at CORS Stations in Sichuan Basin before and after Wenchuan Earthquake[J];Acta Geodaetica et Cartographica Sinica;2014-06
7 HE Xiao-xing;HUA Xiang-hong;ZHOU Shi-jian;TIAN Mao;School of Geodesy &Geomatics,Wuhan University;Hazard Monitoring & Prevention Research Center,Wuhan University;School of Geological Science and Surveying Engineering,East China Institute of Technology;Jiangxi Academy of Sciences;;Application of PCA/KLE in analysis of regional GPS coordinate time series[J];Science of Surveying and Mapping;2014-07
8 JI Xufa;LU Chenlong;;Comparing Different Filtering Methods for Mitigation of GPS Multipath Error[J];Bulletin of Surveying and Mapping;2015-04
9 ZHAO Hui 1,ZHANG Shubi 1,BAO Guo 2,JIANG Weiwei 3(1.School of Environment and Spational Informatics,China University of Mining and Technology,Xuzhou 221116,China;2.Xuzhou Air Force College,Xuzhou 221116,China;3.Shanghai Shuguang Blasting Engineering Limited Corp,Shanghai 200437,China);Deformation Information Extraction of GPS Dynamic Monitoring in Mining Area[J];Journal of Geomatics Science and Technology;2012-05
10 LIU Mu-xi;Designing Institute of Industrial Nuclear Geologic Bureau Guangdong;;Application of Principal Component Analysis in GPS Noise Rejection[J];Jiangxi Science;2014-02
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 HUANG Ding-fa1, DING Xiao-li2, CHEN Yong-qi2, GONG Tao1, XIONG Yong-liang1 (1. Southwest Jiaotong University, Chengdu 610031,China; 2. The Hong Kong Polytechnic University, Hong Kong,China);Wavelet Filters Based Separation of GPS Multi-path Effects and Engineering Structure Vibrations[J];Acta Geodaetica Et Cartographic Sinica;2001-01
2 DAI Wu-jiao~1,DING Xiao-li~2,ZHU Jian-jun~1,CHEN Yong-qi~(1,2),LI Zhi-Wei~(1,2)(1.Department of Survey Engineering and Geomatics,Central South University,Changsha 410083,China;2.Department of Land Surveying and Geo-informatics,Hong Kong Polytechnic University,Hong Kong,China);EMD Filter Method and Its Application in GPS Multipath[J];Acta Geodaetica et Cartographica Sinica;2006-04
3 Qiao Xuejun 1) , Wang Xiaoqiang 2) , Wang Qi 1) and You Xinzhao 1) 1)Institue of Seimology, CSB,Wuhan 430071 2)Xinjiang Seimological Bureau, CSB,Urumqi 830011;THE PRELIMINARY STUDY ON PRESENT TECTONIC ACTIVITY AND CRUSTAL DEFORMATION MONITORED BY GPS IN JIASHI AREA[J];Crustal Deformation and Earthquake;2000-03
4 Liu Jingnan\+\{1)\}, Yao Yibin\+\{2)\}, Shi Chuang\+\{3)\}, Tao Benzao\+\{2)\} and Jiang Weiping\+\{3)\} 1) Wuhan University,Luojia Hill,Wuhan\ 430072 2) School of Geodesy and Geomatics, WHU,129 Luoyu Road,Wuhan\ 430079 3) Research Center of GPS,WHU,1;PRELIMINARY RESEARCH ON CHARACTERISTIC OF PRESENT-DAY VERTICAL DEFORMATION OF CHINA MAINLAND[J];Crustal Deformation and Earthquake;2002-03
5 Qiao Xuejun\+\{1)\},Wang Qi\+\{1)\}, Du Ruilin\+\{1)\}, Chen Zongshi\+\{2)\} You Xinzhao\+\{3)\} and Tan Kai\+\{1)\}\;1) Institute of Seismology, CSB, Wuhan\ 430071 2) No.2 Crustal Deformation Monitoring Center,CSB,Xi'an\ 710054 3) Center for Analysis and Predication,CSB,Beijing\ 100036;CHARACTERISTICS OF CRUSTAL DEFORMATION RELATING TO Ms8.1 KUNLUNSHAN EARTHQUAKE[J];Crustal Deformation and Earthquake;2002-04
6 Wu Yanqiang and Huang Liren(First Crustal Monitoring and Application Center,CEA,Tianjin 300180);A NEW INTERPOLATION METHOD IN TIME SERIES ANALYZING[J];Crustal Deformation and Earthquake;2004-04
7 Shi Yaolin1) and Zhu Shoubiao2) 1)Geodynamic Laboratory of Graduate School of CAS,Beijing 100049 2)Institute of Crustal Dynamic,CEA,Beijing 100085;DISCUSSION ON METHOD OF CALCULATING STRAIN WITH GPS DISPLACEMENT DATA[J];Journal of Geodesy and Geodynamics;2006-01
8 Fu Guangyu and Sun Wenke (Earthquake Research Institute,the University of Tokyo,Tokyo 1130032 Japan);FAR-FIELD DEFORMATION CAUSED BY 2004 SUMATRA EARTHQUAKE[J];Journal of Geodesy and Geodynamics;2008-02
9 WANG Min 1,2, SHEN Zheng-Kang 1,3, DONG Da-Nan 41 State Key Laboratory of Earthquake Dynamics,Institute of Geology, China Earthquake Administration, Beijing 100029, China2 Institute of Earthquake Science, China Earthquake Administration, Beijing 100036, China 3 Department of Earth and Space Sciences, University of California, Los Angeles, California 90095-1567, USA4 Jet Propulsion Laboratory, California Institute of Technology, Pasadena, California 91109, USA;Effects of non-tectonic crustal deformation on continuous GPS position time series and correction to them[J];Chinese Journal of Geophysics;2005-05
10 Guo jingjun et al;Big Building Displacement Monitoring with GPS[J];GEOTICHNICAL INVESTIGATION AND SURVEYING;1997-03
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved