Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Geodesy and Geodynamics》 2014-06
Add to Favorite Get Latest Update

PREDICTING IONOSPHERE TEC WITH THE COMBINATION OF SINGULAR SPECTRUM ANALYSIS AND ARMA MODEL

Lu Chenlong;Kuang Cuilin;Zhang Jinsheng;Chen Yulin;School of Geosciences and Info-Physics,Central South University;NASMG Key Laboratory of Land Environment and Disaster Monitoring;  
Based on the nonlinear and non-stationary characteristics of total electric contents time series,the combination of SSA method and ARMA model was proposed to predict TEC. In the combination,ARMA model is used to predict the data which had been decomposed and filtered by SSA method,and the predicted value of each component is overlaid. The results calculated by the combination for 2010 TEC data show that the mean relative precision of TEC prediction for 5 days is 92% by the combination,and the accuracy is improved of 4%,comparing with individual ARMA method.
【Fund】: 国土环境与灾害监测国家测绘地理信息局重点实验室开放基金项目(LEDM2013B02);; 湖南省国土资源厅科技项目(2012-41)
【CateGory Index】: P352
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【Citations】
Chinese Journal Full-text Database 1 Hits
1 WU Wen-Jun1,3,LI Zhi-gang1,YANG Xu-hai1,CHENG Zong-yi1,2,WANG Xiao-han4(1.National Time Service Center,Chinese Academy of Sciences,Xi’an,Shaanxi 710600,China; 2.Shanghai Astronomical Observatory,Chinese Academy of Sciences,Shanghai 200030,China;3.Graduate University of the Chinese Academy of Sciences,Beijing 100039,China;4.The Unit 61541 of PLA,Beijing 100094,China);Predicting Ionospheric TEC with Time Series Model[J];Journal of Time and Frequency;2008-02
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 LI Kang1,HUANG Sheng2,ZHAO Hui2(1 Navy Radar System Military Affair Representative Office of in Nanjing District,Nanjing 210037,China;2 Qingdao JARI Automation Co.Ltd.CSIC,Qingdao 266071,China);Transformation of GPS Coordinate Systems and Its Application in Attitude Determination[J];Command Control & Simulation;2008-05
2 LI Ying-bing~1,XU Shao-quan~1(1 School of Geodesy and Geomatics,Wuhan University,Wuhan Hubei 430079,China);Experience summary of digital mapping using RTK[J];Gnss World of China;2005-05
3 LUO Feng,YAO Yi-bin,SONG Wei-wei (School of Geodesy and Geomatics,Wuhan University,Wuhan Hubei 430072 China);Detection for Cycle Slips Using Polynomial Fitting and Carrier Phase Rate Method[J];Gnss World of China;2007-05
4 LI Zong-hua,HOU Jin-gen,ZHANG Yu-jie(The 4th Geophysical Prospecting Company of North China Bureau of Petroleum of Sinopec,Henan Xinxiang 453700);Error Analysis of the Effects on GPS Survey and Optimization Methods of Baseline Processing[J];Gnss World of China;2008-02
5 LI Yi-bin,ZHANG Shu-bi,WANG Bo,BIAN He-fang(Shool of Environment and Spatial information,China University of Mining and Technology,Xuzhou Jiangsu 21008);Influence and Comparison of Rapid Precise Ephemeris and Final Precise Ephemeris on Positioning Precision[J];Gnss World of China;2008-02
6 LI Pei-hong,LIU Guang-chun (Institute of Surveying and Building,JiangXi University of Science and Technology Ganzhou,Jiangxi 341000);Analysis and Explore Ways to Reduce the Error of GPS-RTK[J];Gnss World of China;2008-02
7 YANG Xue-feng1,2,CHENG Peng-fei1,FANG Ai-ping1,QI Wei-jun1(1.Chinese Academy of Surveying and Mapping,Beijing 100039;2.Liaoning Technical University,Fuxin 123000);Analysis on Unexpected Orbit Errors of GPS Satellite Broadcasting Ephemeris[J];Gnss World of China;2008-04
8 HOU Lin-feng1,XIAO Ben-lin2,HU You-jian3,SUN Xian-bin2,LIU Zhengcai4 (1.Guangdong College of Industry and Commerce,Guangzhou 510510,China; 2.Hubei University of Technology,Wuhan 430068,China; 3.China University of Geosciences,Wuhan 430074,China; 4.Xiangtan University,Xiangtan Hunan 411105);Application of Wavelet Transform Threshold De-Noising Method in GPS Data Processing[J];Gnss World of China;2008-06
9 OU Ming,ZHEN Wei-min,LIU Dun,YU Xiao(China Research Institute of Radiowave Propagation,Qingdao Shandong 266107 China);A Inversion Method for Estimation of Electron Density Combining Single Site′s Ground GPS Data with Ionosonde[J];Gnss World of China;2009-01
10 ZHANG Ming,GUO Fei,TAI He,WANG Ming-hua,HU Quan(1.Tianjin Cadaster Management Centre,Tianjin,300050,China;2.School of Geodesy and Geomatics,Wuhan University,Wuhan 430079,China;3.Shenyang Geotechnical Investigation and Surveying Institute,Shenyang 110015 China);Methods and Comparison of Cycle-slip Determination in Single-frequency Undifferenced Phase Observation[J];Gnss World of China;2009-01
China Proceedings of conference Full-text Database 10 Hits
1 ZHANG Weixing~1,LI Zhenghang~2,LIU Wanke~3 1.School of Geodesy and Geomatics,Wuhan University,WuhanHubei,China,430079 2.School of Geodesy and Geomatics,Wuhan University,WuhanHubei,China,430079 3.School of Geodesy and Geomatics,Wuhan University,WuhanHubei,China,430079;Influence of EOP Prediction Error on Autonomous Orbit Determination of Navigation Satellite[A];[C];2011
2 ZHUANG Chun-hua~1,Wan Jia-huan~2,Zhang Yi-Qing~3,Wu Di~4 1.Beijing Global Information Center,Beijing,China; 2.Shcool of Earth and Space Science of Peking University,1008712,Beijing,China 3.Beijing Global Information Center,Beijing,China 4..Beijing Global Information Center,Beijing,China;Research on the Orbit Fitting Methods of Navigation Satellite and Simulation Realization[A];[C];2011
3 LI Zhenghang~1,GONG Xiaoying~2,LIU Wanke,LV Haixia 1,2.School of Geodesy and Geomatics,Wuhan University,Wuhan,China,430079;Correction of Earth Rotation Parameters in AOD of Navigation Satellites[A];[C];2011
4 Wang Yongjie Satellite Navifation Technology and Equipment Engineering Technology Research Center ofHebei,Shijiazhuang,China;Reserch of High Efficient Satelite Navigation Data Processing Software Technology[A];[C];2011
5 ZHANGAiguo~1,WU Qunyong~2,LI Fali~3 1.Xiamen University of Technology,Xiamen,China,361024 2.Fuzhou University,Fuzhou,China,350002 3.Geophysical Prospecting and Surveying Team.Shandong Bureau of Coal Geological Exploration,Tai'an,China,271021;Self Adaptive Positioning Based on GPS and Mobile Networks[A];[C];2011
6 Chengfa Gao1Weirong Chen21 School of Transportation,Southeast University,Nanjing,China,2100962 School of Transportation,Southeast University,Nanjing,China,210096;Research on technology of GPS Precise Point Positionin gbased on satellite_differenced[A];[C];2012
7 Yang Kaiwei1,2, Gan Xingli1,2,Li Juanjuan1,21. The 54th Research Institute of CECT, Shijiazhuang,China2. Satellite Navigation Technology and Equipment Engineering Technology Research Center of Hebei province,Shijiazhuang, China;Characteristic Analysis of Three Sorts of Global Troposphere Delay Correction Models[A];[C];2012
8 Zhengzhi ZHANG1, Long WANG2, Huali SUN3Troops 61920 of PLA, Chengdu 610505, China;The Comparison of several interpolation methods In GPS Satellite Orbit Standardization[A];[C];2012
9 Xu HuanGlobal Information Application Development Center of BeiJing, BeiJing 100094;Analysis and Research of GPS Precise Point Positioning Technology[A];[C];2012
10 Guo Jiming 1 , Xie Xiang 2 , Wang Lei 3 1.School of Geodesy and Geomatics, Wuhan University, Wuhan, China 2.School of Geodesy and Geomatics, Wuhan University, Wuhan, China 3.School of Geodesy and Geomatics, Wuhan University, Wuhan, China;A Cycle-slip Detection and Repair Method for GPS Carrier Phase Data Based on Triple Differences Observation[A];[C];2012
【Secondary Citations】
Chinese Journal Full-text Database 1 Hits
1 HAO Jian,LIU Jun-min(College of Water Resources and Architectural Engineering,Northwest A&F University,Yangling,Shaanxi 712100,China);The Improved Technology of GM(1,1) Model in Predicting Groundwater of Xianyang City[J];Research of Soil and Water Conservation;2011-03
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved