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《Engineering of Surveying and Mapping》 2002-03
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The Test Research on Neural Networks Model Used for Transforming GPS Height

HU Wu-sheng 1 ,HUA Xi-sheng 2 ,BAO Xing-nan 1 (1.College of Traffic and Transportation Engineering Southeast University,Nanjing210018,China;2.College of Civil Engineering,Hehai University,Nanjing210098,China;3.Jiangsu Institute of Survey  
The basic structure and mathematics formulas of algorithm of BP of neural networks is intro-duced briefly in this paper.The neural networks model,five-layer structure of BP networks used for transforming GPS height is also introduced.Through the practice of one project,the neural networks model in detail(for example,the design of input and output layers,determine the best numbr of points in hidden layer,etc.)is studied by some test,and some conclusions which have practicable value are re-ceived.
【CateGory Index】： P228.4
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【References】
Chinese Journal Full-text Database 10 Hits
1 LEI Wei-wei1,ZHANG Feng2(1.School of Surveying and Land Information Engineering,Henan Polytechnic University,Jiaozuo 454000,China;2.Navy 92493,Huludao 125001,China);Optimum arithmetic choice model of local quasi geoid determination[J];Engineering of Surveying and Mapping;2011-01
2 YIN Ai-ming,ZHANG Chu(Changjiang Waterway Survey(Wuhan) Center,Wuhan 430010,China);Research on GPS height conversion by BP neural network[J];Science of Surveying and Mapping;2008-06
3 HU Wu-sheng,ZHANG Zhi-wei(Department of Surveying Engineering,School of Transportation,Southeast University,Nanjing 210096,China);Study on the method for compensating model error based on neural networks[J];Science of Surveying and Mapping;2010-S1
4 XIE Shao-feng(Dept.of Civil Engineering,Guilin University of Technology, Guilin Guangxi 541004,China);Primary Discussion on GPS Height Transformation[J];Surveying and Mapping of Geology and Mineral Resources;2005-04
5 LEI Weiwei1, CHEN Hu2, ZHENG Hongxiao2 (1. School of Surveying and Land Information Engineering, Henan Polytechnic University, Jiaozuo 454000,China; 2. Jianghan Petroleum Engineering Corporation, Wuhan 430073,China; 3. Zhongwei Surveying and Planning Information Engineering Co., Ltd. of Henan Province, Jiaozuo 454000,China);Application of BP Neural Networks to Regional Quasi Geoid Determination[J];Geospatial Information;2009-05
6 ZHANG Li;Application of RBF Neural Networks to GPS Leveling Elevation Fitting[J];Geospatial Information;2011-05
7 Wang Jian1,Wang Yinglin1,Gao Yongchao1,Liu Long2(1.Sichuan No.1 Institute of Surveying and Mapping Engineering,Chengdu 610100,China; 2.Faculty of Geosciences and Environmental Engineering,Southwest Jiaotong University,Chengdu 610031,China);Application of least squares support vector machine based on IPSO in GPS elevation fitting[J];Geotechnical Investigation & Surveying;2013-07
8 FENG Yan-shun;WEI Lei;ZHANG Yue-fei;KANG Zong-dao;Henan Provincial Geological Surveying and Mapping Institute;;GPS Elevation Fitting Method Based on Kriging and EGM2008[J];Geomatics & Spatial Information Technology;2013-12
9 ZHENG Wei~(1,2), XU Hou-ze~1, ZHONG Min~1, YUN Mei-juan~3 (1.Key Laboratory of Dynamic Geodesy, Institute of Geodesy and Geophysics,Chinese Academy of Sciences,Wuhan 430077,China; 2.Disaster Prevention Research Institute,Kyoto University,Uji, Kyoto 611-0011,Japan;3.Department of Applied Physics, Wuhan University of Science and Technology,Wuhan 430081,China);Accurate and rapid determination of the GRACE Earth's gravitational field using the improved pre-conditioned conjugate-gradient approach and three-dimensional interpolation method[J];Progress in Geophysics;2011-03
10 SHU Chan-fang~(1,2), LI Fei~2, LI Ming-feng~1 (1.College of Geomatics Engineering,Nanjing University of Technology,Nanjing 210009,China; 2.State Key Laboratory of Information Engineering in Surveying 、Mapping a nd Remote Sensing, Wuhan University,Wuhan 430079,China);GPS/leveling quasi-geoid fitting based on RBF neural networks[J];Progress in Geophysics;2011-03
【Citations】
Chinese Journal Full-text Database 2 Hits
1 YANG Ming qing 1, JIN Fan 2, ZHU Da cheng 1, CHEN Xian chun 1 (1. Sichuan Bureau for Surveying and Mapping, Chengdu,Sichuang, 610081; 2. Southwest Jiaotong University, Chengdu,Sichuang, 610031);Conversion of GPS Height by Artifical Neural Network Method[J];ACTA GEODAETICA ET CARTOGRAPHIC SINICA;1999-04
2 Yue Dongjie Huang Teng(College of Civil Engineering, HoHai Univ., Nanjing 210098);Anti error Fitting of GPS Height[J];JOURNAL OF HOHAI UNIVERSITY;1999-06
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 XIE Tao,JIANG Ze-zhong (College of Civil Engineering,Southwest Jiaotong University,Chengdu610031,China);Multi-model evaluation of slope stability[J];Building Science Research of Sichuan;2004-02
2 SUN Quan-lin (Department of Computer & Information Engineering, Anhui Institute of Architecture & Industry, Hefei 230022, China);Researching on the method of modeling based on rough sets & NN[J];Journal of Anhui Institute of Architecture;2005-02
3 SUN Hong~1,FANG Ming~2(1.Department of Mechanical and Electrical Engineering,Anhui Institute of Architecture & Industry,Hefei 230022,China;2.School of Electric Engineering and Automation,Hefei University of Technology,Hefei 230009,China);A method based on rough set and RBF neural network for the car's plate character recognition[J];Journal of Anhui Institute of Architecture & Industry(Natural Science);2006-04
4 SUN Hong,GONG Xue(School of Mechanical and Electrical Engineering,Anhui University of Architecture,Hefei 230022,China);A method based on rough set and RBF neural network for analog circuit faults diagnosis[J];Journal of Anhui Institute of Architecture & Industry(Natural Science);2012-03
5 Hu Fenglian1 et al. (1 College of Agriculture and Life Sciences,Ankang University,Ankang 725000,China);Study on Forecast System of Tobacco Virus Disease in Ankang City[J];Anhui Agricultural Science Bulletin;2012-03
6 FANG Hui-min et al (Institute of Advanced Control and Intelligent Information Processing,Henan University,Kaifeng,Henan 475001);Study on Forecasting the Yield in Maize Regional Test Based on BP Neural Network[J];Journal of Anhui Agricultural Sciences;2007-34
7 CHEN Hui-hua et al(Forestry Bureau of Xianju County in Zhejiang Province,Xianju,Zhejiang 317300);Study on Forecasting the Occurrence Amount of Dendrolimus punctatus Walker Based on Genetic Neural Network Mixed Model[J];Journal of Anhui Agricultural Sciences;2009-12
8 XIANG Yun-fei et al (Xianju Forestry Bureau of Zhejiang Province,Xianju,Zhejiang 317300);Study on the Classified Prediction of Damage Degree of Dendrolimus punctatus Walker[J];Journal of Anhui Agricultural Sciences;2009-17
9 TANG Jian-jun et al(College of Computer and Information Engineering,Jiangxi Agricultural University,Nanchang,Jiangxi 330045);Application Study on BP Neural Network in the Diagnosis of Rice Diseases and Pests[J];Journal of Anhui Agricultural Sciences;2010-01
10 TANG Zhi-dan,FANG Li-na(School of Business Administration,University of Science and Technology Liaoning,Anshan 114051,China);Expert evaluation for undergraduate teaching work basedon artificial neural network[J];Journal of Anshan University of Science and Technology;2006-05
China Proceedings of conference Full-text Database 10 Hits
1 ZHANG Bao-yu CHEN Yi-jun (Institute of Information&Engineering,Liaoning University of Petroleum&Chemical Technology,Fushun,113001,China);A Fast Learning Algorithm of Feedforward Neural Network and Application[A];[C];2003
2 Yan Fu-wu~1,Wang Hong-jian~1,Tian Shao-peng~(1,2),Yuan Zhi-jun~2 (1.College of Automobile Engineering,Wuhan University of Technology,Wuhan 430070; 2.SAIC GM Wuling Automobile Co.,Ltd Liuzhou 545007);The Application of BP Neural Network to Universal Characteristics of Engine[A];[C];2009
3 WU Liang-cai1,2 HU Zheng-qi1 (1. China University of Mining And Technology Beijing 100083; 2. East China Institute of Technology 344000 );Conversion of Height by Artificial Neural Network Method[A];[C];2007
4 Zhang Lei~1 Zhang Sheng~2 Zhu Lin~2 (1.Naval Command College,Jiangsu,Nanjing,210016;2.Naval Submarine Acadamy,Shandong,Qingdao,266000);The Research of Naval Combat Military Strength Behavior Simulation[A];[C];2009
5 XU Xun-fu, GUO Jun ( 95195 Unit, Xiangfan 441023, China) ( Department of Air-Materials Management, Xuzhou Air Force College, Xuzhou 221000, China);The Back Propagation Network Forecast of Air-Materials Demands Analysis[A];[C];2006
6 Wu Chang-you Wang Fu-lin Sun Li-min ( Northeast Agricultural University, Harbin 150030);Research of Rural Electricity Consumption Demand Forecast of China Base on Genetic Neural Network[A];Chinese Society of Agricultural Engineering[C];2006
7 Luan Yuanyuan Wang Zhongren Xi Ada Fan Zhe Wu Yinan (China Mobile Group Liaoning Co.,Ltd.,Liaoning Shenyang 110179);Research of Customer Complain Early Warning Model Based on Improved Back-Propagation Neural Network Algorithm[A];[C];2010
8 Chen Yumin Wan Youchuan State Key Laboratory for Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University,430079 School of Remote Sensing and Information Engineering, Wuhan University,430079;Approach of Neural Network Based on Vector Information to Classification Of Remote Sensing Image[A];[C];2003
9 LIAO Yuanyuan,CHEN Xin,JI Tao,TUO Jinsong,ZHAI Ke,YANG Jinbo (School of Hydraulic and Hydroelectric Engineering,Sichuan University,Chengdu 610065,China);The Deformation Prediction of Left Bank Slope in the Construction of Jinping I Arch Dam[A];[C];2012
10 JIA Libin,WEI Wei,XUE Fengju,WANG Lei (Beijing Aerospace Control Instrument Research Institute, Beijing 100854, China);Scanning Motor Digital Control System Based on Single Neuron Self-adaptive PID[A];[C];2013
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 CHEN Lian-cheng (Municipal Construction and Investment Ltd of Zhangzhou City of Fujian Province,Zhangzhou 363000,China);STUDY OF GPS CONTROL NETWORK FOR VERY LARGE BRIDGE[J];Geology of Anhui;2006-01
2 XU Chang WANG Chao-ling Civil Engineering College, Hohai University, Nanjing 210098,China;Application of GPS Height Conversion[J];Beijing Surveying and Mapping;2007-02
3 SHEN Jing-xiang,WANG He,LANG Gang,CHEN Ping-chuan AVIC Institute of Geotechnical Engineerig,Beijing,100098;Research of Interpolation Methods for Area Elevation Anomaly[J];Beijing Surveying and Mapping;2008-02
4 WANG Ming-chang~(1,2),YING Shen~3,LI Lin~3 (1.Institute of Mineral Resources Appraisal of Synthetic Information, Jilin University, Changchun 130026, China;2. College of GeoExploration of Science and Technology, Jilin University, Changchun 130026, China;3. College of Resource and Environment,Wuhan University,Wuhan 430070,China);Multi-scale Representation of Spatial Information on Voronoi Images[J];Journal of Jiling University (Earth Science Edition);2005-04
5 Wu Jiangfei La Zhiping (Zhengzhou Institute of Surveying and Mapping, Zhengzhou,450052);Applying the Optimal Regression Method to Determine the Normal Heights of Local GPS Network[J];Engineering of Surveying and Mapping;1996-01
6 Yan Boduo (Shandong Province Urban and Rural Construction investigation and Surveying institute, Jinan, 250031);Test and Analysis of GPS Leveling in the Plain Area[J];ENGINEERING OF SURVEYING AND MAPPING;1998-03
7 Zhou Jiangwen (Institute of Geodesy and Geophysics, Chinese Academy of Sciences, Wuhan, 430077);Mathematical Processing of Problems with Systematic Errors[J];ENGINEERING OF SURVEYING AND MAPPING;1999-02
8 Xie Shijie ① Han Mingfeng ② (① Bureau of Surveying and Mapping under the PLA Headquarters of the General Staff, Beijing, 100088; ② General Prospecting and Surveying Team under Yellow River Water Conservacy Commission, Zhengzhou, 450000);On Effects of Ionoshpere on GPS Positioning[J];ENGINEERING OF SURVEYING AND MAPPING;2000-01
9 OU Ji-kun (Institute of Geodesy and Geophysics, Laboratory of Dynamical Geodesy, Chinese Academy of Sciences, Wuhan 430077, China);On the Theory about Quality Control Over Surveying Data[J];Engineering of Surveying and Mapping;2001-02
10 LU Cai-ping,WU Ji-cang,WANG Jie-xian(The Surveying and Land Information Engineering Department of Tongji University,Shanghai200092,China);The GPS /level Height Fitting Considering of EGM96[J];Engineering of Surveying and Mapping;2002-03
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 YANG Qingzhen GUO Chunxi;The Comparation of Multiple Fitting Methods Used in Quasi-geoid Refinement[J];Standardization of Surveying and Mapping;2009-01
2 YANG Qingzhen GONG Yueqiang GUO Min;Design of Elevation Fitting Programme Based on MATLAB[J];Standardization of Surveying and Mapping;2010-03
3 YANG Xiao-qing,HU Wu-sheng(School of Transportation,Southeast university,Nanjing 210096,China);Research on the measures of accurating quasi geoid model based on Neural Network[J];Engineering of Surveying and Mapping;2008-04
4 LI Mei-juan,ZHANG Jin-hua(Southeast University,Nanjing 210096,China);The comparison of model error compensation in adjustment[J];Science of Surveying and Mapping;2008-S3
5 LI Jun-hai①②,WEN Han-jiang①,FANG Ai-ping①,LIU Huan-ling①②(①Chinese Academy of Surveying and Mapping,Beijing 100830,China;②School of Mapping and Geographic Science,Liaoning Technical University,Liaoning Fuxin 123000,China);Combination of Kriging and least squares collocation and its application in GPS height fitting[J];Science of Surveying and Mapping;2011-01
6 HUANG Lei 1 ZHANG Shubi 1,2 ZHANG Qiuzhao 1 JIANG Bo1(1 School of Environment Science and Spatial Informatics of CUMT,2 Jiangsu Key Laboratory of Resources and Environmental Information Engineering,2 South Jiefang Road,Xuzhou 221008,China);APPLICATION OF PARTICLE SWARM OPTIMIZATION BP NEURAL NETWORK TO GPS ELEVATION FITTING[J];Journal of Geomatics;2009-06
7 Su ZhiJian1,Lin MingHua2 (1.Xingtai Geotechnical Investigation & Surveying Institute,Xingtai 054000,China;2.School of Geodesy and Geomatics,Xuzhou Normal University,101 Shanghai Road,Xuzhou 221116,China);Application of RBF Network in Fittiong Helght Anomaly[J];Urban Geotechnical Investigation & Surveying;2011-03
8 HE Yuan-yuan 1,MENG Lu-min 1,WANG Mei 2(1.College of Geomatics,Xi′an University of Science and Technology,Xi′an 710054,China;2.College of Geology and Environment Engineering,Xi′an University of Science and Technology,Xi′an 710054,China);The Application Research of GPS Elevation Interpolation in Engineering Survey[J];Geomatics & Spatial Information Technology;2010-02
9 HE Hui,WEN Hong-feng,WEI Tai-yuan(Chongqing Institute of Surveying and Mapping,SBSM,Chongqing 400015,China);Study on GPS Elevation Fitting Algorithm Based on LM-BP Neural Network[J];Geomatics & Spatial Information Technology;2011-06
10 LIU Yu-chan,ZHANG Shu-bi(School of Environment Science and Spatial Informatics,China University of Mining and Technology,Xuzhou Jiangsu 221008,China);GPS Height Conversion in Mining Area Based on Genetic Algorithm and Fuzzy Neural Network[J];Surveying and Mapping of Geology and Mineral Resources;2011-02
China Proceedings of conference Full-text Database 1 Hits
1 PENGBo 1,WEN Dao-Qiu 2,YU Guo-Rong 2,YAN Zhi-Yue 2 School of Transportation,Southeast University,Nanjing,China;Study on Network RTK Ionosphere Error Correction Model Based on BP neural network[A];[C];2012
【Secondary Citations】
Chinese Journal Full-text Database 2 Hits
1 Tao Benzao (Wuhan Technical University of Surveying and Mapping, Wuhan, 430070);The Principle and Calculation Method of GPS Height Surveying[J];SURVEYING AND MAPPING OF GEOLOGY AND MINERAL RESOURCES;1998-01
2 Yu Laifa;Study on Finding Normal Height of GPS with Mathmatical Method for Fitting[J];JOURNAL OF THE PLA INSTITUTE OF SURVEYING AND MAPPING;1996-02
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