Signal extraction for GPS deformation monitoring in mining survey

被引:3
作者
Gao, Jing-xiang [1 ]
Hu, Hong [1 ,2 ]
Liu, Fei [1 ,2 ]
Li, Zeng-ke [1 ,2 ]
Yao, Yi-fei [1 ,2 ]
机构
[1] China Univ Min & Technol, Key Lab Land Environm & Disaster Monitoring SBSM, Xuzhou 221116, Peoples R China
[2] China Univ Min & Technol, Sch Environm & Spatial Informat, Xuzhou 221116, Peoples R China
关键词
deformation monitoring; GPS; Kalman filter; EMD; noise extraction; EMD; DECOMPOSITION; ERRORS;
D O I
10.1016/S1003-6326(14)63555-X
中图分类号
TF [冶金工业];
学科分类号
0806 ;
摘要
The basic signal model of deformation monitoring with GPS was introduced and the main problems of GPS deformation monitoring in mining area were discussed. For the problem of noise signal extraction in GPS deformation monitoring, the Kalman-EMD method was proposed to obtain the effective deformation signal. The reliability and effectiveness of the methodology were tested and verified by analog signal. The results of experiment in Mongolia show that the accuracy of the proposed GPS deformation monitoring model is equivalent to that of level method.
引用
收藏
页码:3949 / 3954
页数:6
相关论文
共 18 条
[11]   Method for eliminating mode mixing of empirical mode decomposition based on the revised blind source separation [J].
Tang, Baoping ;
Dong, Shaojiang ;
Song, Tao .
SIGNAL PROCESSING, 2012, 92 (01) :248-258
[12]   A formal study of the nonlinearity and consistency of the Empirical Mode Decomposition [J].
Tsakalozos, Nikolaos ;
Drakakis, Konstantinos ;
Rickard, Scott .
SIGNAL PROCESSING, 2012, 92 (09) :1961-1969
[13]   REDUCING GPS CARRIER PHASE ERRORS WITH EMD-WAVELET FOR PRECISE STATIC POSITIONING [J].
Wang, Jian ;
Wang, Jinling ;
Roberts, Craig .
SURVEY REVIEW, 2009, 41 (312) :152-161
[14]  
Xiao J, 2011, T NONFERR METAL SOC, V21, pS516, DOI 10.1016/S1003-6326(12)61634-3
[15]   Precise point positioning and its application in mining deformation monitoring [J].
Xu C.-H. ;
Wang J.-L. ;
Gao J.-X. ;
Wang J. ;
Hu H. .
Transactions of Nonferrous Metals Society of China (English Edition), 2011, 21 (SUPPL. 3) :s499-s505
[16]   Adaptively robust filtering for kinematic geodetic positioning [J].
Yang, Y ;
He, H ;
Xu, G .
JOURNAL OF GEODESY, 2001, 75 (2-3) :109-116
[17]   Robust Kalman filtering with constraints: a case study for integrated navigation [J].
Yang, Yuanxi ;
Gao, W. ;
Zhang, X. .
JOURNAL OF GEODESY, 2010, 84 (06) :373-381
[18]   A windowing-recursive approach for GPS real-time kinematic positioning [J].
Zhou, Zebo ;
Shen, Yunzhong ;
Li, Bofeng .
GPS SOLUTIONS, 2010, 14 (04) :365-373