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《Chinese Journal of Sensors and Actuators》 2007-04
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Cycle Slip Detection and Correction of GPS Carrier Phase Based on Wavelet Transform and Neural Network

YI Ting-hua1,LI Hong-nan1,YI Xiao-dong2,WANG Guo-xin1 1.State Key Lab of Coastal and Offshore Engineering,Dalian Liaoning 116023,China;2.Department of Civil Engineering,School of Civil & Hydraulic Engineering.Dalian University of Technology,Dalian Liaoning 116023,China  
In order to attain high precision positioning and navigation results with GPS,cycle slips must be correctly detected and repaired at the data preprocessing stage.Based on the characteristics of cycle slip we analyzed,a novel two-stage method was developed.Firstly,the wavelet multi-resolution analysis(MRA)is carried out and then the location of the cycle slip can be detected by ascertaining the point of modulus maximal value of the wavelet coefficients since the cycle slip can be regarded as the singular point of the signal.Secondly,two prediction models based on artificial neural network(ANN)are established respectively at the both side of the cycle slip.The actual number of cycle slip can be determined through comparing the difference of forecasting data of the two prediction models.Finally,test results are presented to demonstrate the feasibility and validity of the method.
【Fund】: 教育部长江学者和创新团队发展计划资助(IRT0518);; 辽宁省建设厅科技项目资助(02001)
【CateGory Index】: P228.4
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【References】
Chinese Journal Full-text Database 3 Hits
1 GUO Ying-qi1,2,SHI Da-qi3,HUANG Sheng-xiang2,ZHANG Wei-cheng1(1.Dept.of Surveying and Mapping Engineering,Heilongjiang Institute of Technology,Harbin 150050,China;2.School of Geodesy and Geomatics,Wuhan University,Wuhan 430079,China;3.Institute of Application Technology,Jilin University,Changchun 130022,China);Application summary of wavelet analysis in high-precision GPS surveying[J];Engineering of Surveying and Mapping;2009-03
2 ZHANG Jin-hua,HU Wu-sheng(Transportation College,Southeast University,Nanjing 210096,China);The detection and correction of cycle-slip based on wavelet transform[J];Engineering of Surveying and Mapping;2009-04
3 TENG Yun-long a,b,SHI Yi-bing b(a.Research Institute of Electronic Science & Technology,b.School of Automation Engineering,University of Electronic Science & Technology of China,Chengdu 610054,China);Research on algorithm of cycle slips detection and recovery for GPS carrier phase[J];Application Research of Computers;2009-07
【Citations】
Chinese Journal Full-text Database 7 Hits
1 YUE Jian-ping, XI Guang-yong(College of Civil Engineering, Hohai University, Nanjing 210098, China);The detection of GPS cycle clip based on wavelet transform[J];Engineering of Surveying and Mapping;2003-04
2 Huang Dingfa, Zhuo Jiancheng (Surveying Engineering Department, Southwest Jiaotong University, Chengdu, 610031);WAVELET ANALYSIS FOR CYCLE SLIP DETECTION AND RECONSTRUCTION OF GPS CARRIER PHASE MEASUREMENTS[J];ACTA GEODAETICA ET CARTOGRAPHIC SINICA;1997-04
3 LI Hongnan1,SUN Hongmin2(1.Dalian University of Technology,Dalian 116024,China;2.Shenyang Architectural and Civil Engineering Institute,Shenyang 110015,China);Damage diagnosis of framework structure based on wavelet packet analysis and neural network[J];Earthquake Engineering and Engineering Vibration;2003-05
4 Fan Shenglin 1) Qin Ling 2) Yuan Xin 1) 1) College of Automation Engineering,Nanjing University of Aeronautics & Astronautics Nanjing 210016,P.R.China ( 2) Radio Factory of Jiangsu Nanjing 210012,P.R.China);Algorithms for Cycle Slips Detection and Recovery in GPS-Based Attitude Sysytem[J];Journal of Data Acquisition & Processing;2002-01
5 LI Hong-nan1,2,SUN Hong-min1 of Technology, Dalian 116024, China; 2. Shenyang Architectural and Civil Engineering Institute, Shenyang 110015, China);Application of wavelet analytical method to civil engineering[J];World Information On Earthquake Engineering;2003-02
6 ZHENG Zuo-ya CHENG Zong-yi HUANG Cheng LU Xiu-shan ( Shanghai Astronomical Observatory, Chinese Academy of Sciences, Shanghai 200030) ( Graduate school of the Chinese Academy of Sciences, Beijing 100039) ( Shandong University of Science and Technology, Qingdao Shandong 266510 );Improving of Cycle-slip Detection and Correction of Blewitt Method[J];Acta Astronomica Sinica;2005-02
7 YANG Jing, ZHANG Hong-yue (Beijing University of Aeronautics & Astronautics, Beijing 100083, China);Cycle Slip Detection Based on Optimal Parity Vector Test[J];Journal of Chinese Inertial Technology;2003-02
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 WANG Li-heng,ZHOU Xi-yuan,YAN Wei-ming(Municipal Key Laboratory of Earthquake Engineering and Structural Retrofit,Beijing University of Technology,Beijing 100022,China);Some recent advances on damage detection methodology of structures[J];Building Science Research of Sichuan;2005-06
2 LI Duo-tian1,ZHANG Wei-lin2 (1.Department of Civil Engineering,Anhui University of science and technology,Huainan 232001,China;2.Department of Engineering Mechanics,Anhui University of Architecture,Hefei 230022,China);Structural Nondestructive Testing and Wavelet Analysis[J];Journal of Anhui Institute of Architecture & Industry(Natural Science);2008-03
3 GONG Zhen-chun, SONG Zhi-huan, Li ping (Department of Control Science and Engineering, Zhejiang University, Hangzhou, 310027, China);Coordinate Transform and Its Application in GPS Navigation of SUAV[J];Ordnance Industry Automation;2005-04
4 GU De-feng,SUN Lei,YI Dong-yun (College of Sciences,National University of Defense Technology,Changsha 410073,Hunan,China);Robust Vondrak Filter Design and Its Application in Gross Error Detection[J];Acta Armamentarii;2008-06
5 Ma Jun(School of Astronautics,Beijing University of Aeronautics and Astronautics,Beijing 100083,China)Jiao Wenhai(Satellite Navigation Positioning Laboratory,Xi'an Institute of Surveying and Mapping,Xi'an 710054,China)Xiao Yelun(School of Astronautics,Beijing University of Aeronautics and Astronautics,Beijing 100083,China);Error analysis of prediction orbit determined by GLONASS ephemeris[J];Journal of Beijing University of Aeronautics and Astronautics;2005-10
6 Liu Ya'nan Fu Yanbiao Sun Aimin (College of Physics and Electronic Engineering, Northwest Normal University, 730070, Lanzhou, Gansu,China);A STUDY ON NON-PROFESSIONAL SMALL ASTRONOMICAL OBSERVATORY CONSTRUCTION[J];Journal of Beijing Normal University(Natural Science);2005-03
7 CHEN Yongli;Application of RTK Technology in Elevation Checkup Based on GPRS Network[J];Standardization of Surveying and Mapping;2009-02
8 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
9 HE Zong1, MU Yu-xiang2, ZHENG Xiong-wei3 (1. Remote Sensing Information School, Wuhan University, Wuhan 430079, China1 2. Earth Resourcesand Information School, University of Petroleum, Dongying 257062, China; 3. Aerial Geography and Remote Sensing Center of China'sLand and Natural Resources, Beijing 100083, China);A studying of geometric correction of remote sensing image based on GPS[J];Engineering of Surveying and Mapping;2005-03
10 FAN Shi-jie~1,GUO Ji-ming~2,PENG Xiu-ying~1(1.Faculty of Geo-Resource and Information,University of Petroleum,Dongying 257061,China;2.School of Geodesy and Geomatics,Wuhan University,Wuhan 430079,China);Accuracy research on GPS dual frequency phase-smoothed pseudorange and its point positioning[J];Engineering of Surveying and Mapping;2005-04
China Proceedings of conference Full-text Database 10 Hits
1 YI Ting-hua LI Hong-nan WANG Guo-xin State key laboratory of coastal and offshore engineering Dalian University of Technology Dalian City,116024 P.R.China;Structural Modal Parameter Identification Based on Wavelet Transform[A];[C];2005
2 MA De-yun YANG Ya-ping TENG Hai-wen HUO Da (The College Of Architecture and Civil Engineering,BeiJing University of Technology,100022);Application of Wavelet Transform to the Diagnosis of a Beam Stiffness Damage[A];[C];2007
3 Zhang Wei Xuguangdong Nixiaofeng College of information Engineering,Beijing Institute of Petrochemical Technology,Beijing,China,102617 Suh Heejong Chonnam National University,Yeosu-si,Jeollanam-do 550-749 Korea;The Simulation Analysis of in GPS Signal Capture Process[A];[C];2008
4 Zhang Guohui, Bao Yong(School of Geomatics, Liaoning Technical University, Fuxin 123000,China );Experimental study on common errors in RTK point correct[A];[C];2007
5 Yang Changlin Hou Rongchang Liu Yanfei Shen Mengjun Jiang Ke (The Second Artillery Engineering College, Shaan Xi Xi’an, 710025);The Design of the Vehicles Monitoring long-distance control based on 3G and GPS[A];[C];2008
6 Su Zhong Xu Dawei Kang Chunpeng (Automation College ,Beijing Information Science & Technology University Beijing 100101);Study of High Speed Kalman Filter for GPSf/INS Navigation System[A];[C];2008
7 Zhang Xiaochao; Hu Xiaoan; Ren Jiping; Mao Wenhua (Chinese Academy of Agricultural Mechanization Sciences, Beijing 100083, China);The Development of Research about Precision Agricultural Intelligent Equipments[A];Chinese Society of Agricultural Engineering[C];2005
8 LIU Xu-hua MENG Xiang-zeng LIU Jun-xiao WU Peng-fei (School of Communications Shandong Normal University,Jinan 250014);A Method of Image Object Auto-Recognition Based on Repository[A];[C];2006
9 YAO Jing YI Dongyun NIE Pengcheng;Navigation Satellites Visibility and Geometric Dilution of Precision Analysis for LEO Satellite Orbit Determination[A];[C];2008
10 WANG Hui, LIU Zheng-Shi (Institute of Sound & Vibration Research, Hefei University of Technology, Hefei 230009, China);Identification of Structural Modal Parameters Based on Hilbert-Huang Transformation[A];[C];2007
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 YU Yan, LI Hong-wei, Ou Jin-ping(School of Civil Engineering, Harbin Inst of Technology, Harbin 150090, China);Design and Development of Wireless Acceleration Sensor Applied to Civil Engineering Structure Monitoring[J];Journal of Transcluction Technology;2004-03
2 QIU Zi-xue,YAO Xing-tian,YUAN Jiang(School of Mechanical Engineering,Nantong University,Nantong 226007,China);A novel wireless strain monitoring method for SMA-reinforced structures[J];Transducer and Microsystem Technologies;2006-07
3 YUE Jian-ping, XI Guang-yong(College of Civil Engineering, Hohai University, Nanjing 210098, China);The detection of GPS cycle clip based on wavelet transform[J];Engineering of Surveying and Mapping;2003-04
4 ZHANG Qin, JIANG Ting-chen, WANG Xiu-ping ( Institute of Geo-engineering and Surveying, Chang'an University, Xi'an 710054,China; Dept. of Space Information Science, HuaiHai Institute of Technology, Lianyungang,222001,China);Research on application of wavelet transform to deformation observation.[J];Engineering of Surveying and Mapping;2005-01
5 ZHANG Bo1, HUANG Jin song2, SU Lin1( 1. Institute of Remote Sensing Application, Chinese Academy of Science, Beijing 100101,China; 2.Wuhan University, Wuhan 430079, China);A research on using SNR values to mitigate carrier phase multipath in GPS surveying[J];Science of Surveying and Mapping;2003-03
6 XIE Shi jie, CHONG Shao long, YUAN Ming;On Multipath Error of GPS Phase Measurements[J];Bulletin of Surveying and Mapping;2003-05
7 Han Shaowei(Wuhan Technical University of Surveying and Napping, 430070);EQUIVALENCE BETWEEN THE AMBIGUITYFUNCTION METHOD AND THE LEAST SQUAREMETHOD WITH GPS CARRIER PHASE OBSEKVABLESAND THE IMPROVED AMBIGUITY FUNCTION METHOD[J];Acta Geodaetica Et Cartographic Sinica;1994-04
8 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
9 HUANG Sheng-xiang,LIU Jing-nan (Wuhan University, Wuhan 430079, China);A Novel Method for Reducing Noises in GPS Deformation Monitoring System[J];Acta Geodaetica Et Cartographic Sinica;2002-02
10 HUANG Shengxiang1,LIU Jingnan2,LIU Xianglin3(1.School of Geodesy and Geomatics, Wuhan University, Wuhan 430079, China; 2. Wuhan University, Wuhan 430072, China; 3. Delft University of Technology, Netherlands);Deformation Analysis Based on Wavelet and Its Applicationin Dynamic Monitoring for High-rise Buildings[J];Acta Geodaetica Et Cartographic Sinica;2003-02
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 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
2 YUAN Shen fang,TAO Bao qi,ZHU Xiao rong,SHI Li hua (The Aeronautic Key Laboratory for Smart Material and Structure, Nanjing University of Aeronautic and Astronautic, Nanjing 210016, China;Damage Self diagnose of Composite Material Using Active Monitoring Technology and Wavelet Analysis Method[J];Journal of Materials Engineering;2001-02
3 LI Hong nan, LI Dong sheng(Dalian University of Technology, Dalian 116024, China);Safety assessment, health monitoring and damage diagnosis for structures in civil engineering[J];Earthquake Engineering and Engineering Vibration;2002-03
4 Liu Fengnian Li Hongnan Liu Ming(Shenyang Architectural and Civil Engineering Institute,Shenyang 110015,China);IDENTIFYING DYNAMIC PARAMETERS OF STRUCTURES USINGOPTIMUM METHOD[J];EARTHQUAKE ENGINEERING AND ENGINEERING VIBRATION;1998-01
5 Liao Xiangqian Huang Shunji (Dept.of Electronic Eng.,UEST of China Chengdu 610054);Cycle Slip Detection in GPS Carrier Phase Observables[J];JOURNAL OF UNIVERSITY OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA;1997-06
6 MA Jian wei YANG Hui Zhu ZHU Ya ping (Department of Engineering Mechanics, Tsinghua Univercity, Beijing 100084, China);A DISCUSSION ABOUT MUTLISCALE SEISMIC WAVEFORM INVERSION[J];Progress In Geophysics;2000-04
7 YANG Jing, ZHANG Hong yue (Faculty 301, Beijing University of Aeronautics and Astronautics, Beijing\ 100083, China);SATELLITE FAULT DIAGNOSIS BASED ON OPTIMAL PARITY VECTOR METHOD[J];Acta Aeronautica Et Astronautica Sinica;2002-02
8 Wu Yaojun, Tao Baoqi (Smart Material & Structure Research Institute, Nanjing University of Aeronautics & Astronautics, Nanjing, 210016);DAMAGE DETECTION OF THE SMART COMPOSITE STRUCTURE USING WAVELET NEURAL NETWORKS[J];ACTA AERONAUTICA ET ASTRONAUTICA SINICA;1997-02
9 Duan Xueping Zhu HongpingCollege of Civil & Building Eng., HUST, Wuhan 430074, China.;Application of Wavelets to Structural Dynamic Analysis under Seismc Excitations[J];Journal of Huazhong University of Science and Technology;2000-11
10 Yuan Shenfang Zhu Xiaorong Tao Baoqi Wang Lei The Aeronautic Key Laboratory of Smart Material and Structure,Nanjing University of Aeronautics & Astronautics Nanjing,210016;Application of Stress Wave Factor Technology to Damage Monitoring of Sandwich Structure[J];Journal of Data Acquisition & Processing;2000-04
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