A new automated cycle slip detection and repair method for a single dual-frequency GPS receiver

被引:198
作者
Liu, Zhizhao [1 ]
机构
[1] Hong Kong Polytech Univ, Dept Land Surveying & Geoinformat, Kowloon, Hong Kong, Peoples R China
关键词
GPS; Cycle slip detection; Ionospheric TEC rate; Melbourne-Wubbena wide lane; Precise point positioning; POINT POSITIONING PPP; TIME; RESOLUTION; SERVICE;
D O I
10.1007/s00190-010-0426-y
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
This paper develops a new automated cycle slip detection and repair method that is based on only one single dual-frequency GPS receiver. This method jointly uses the ionospheric total electron contents (TEC) rate (TECR) and Melbourne-Wubbena wide lane (MWWL) linear combination to uniquely determine the cycle slip on both L1 and L2 frequencies. The cycle slips are inferred from the information of ionospheric physical TECR and MWWL ambiguity at the current epoch and that at the previous epoch. The principle of this method is that when there are cycle slips, the MWWL ambiguity will change and the ionospheric TECR will usually be significantly amplified, the part of artificial TECR (caused by cycle slips) being significantly larger than the normal physical TECR. The TECR is calculated based on the dual-frequency carrier phase measurements, and it is highly accurate. We calculate the ionospheric change information (including TECR and TEC acceleration) using the previous epochs (30 epochs in this study) and use the previous data to predict the TECR for the epoch needing cycle slip detection. If the discrepancy is larger than our defined threshold 0.15 TECU/s, cycle slips are regarded to exist at that epoch. The key rational of method is that during a short period (1.0 s in this study) the TECR of physical ionospheric phenomenon will not exceed the threshold. This new algorithm is tested with eight different datasets (including one spaceborne GPS dataset), and the results show that the method can detect and correctly repair almost any cycle slips even under very high level of ionospheric activities (with an average Kp index 7.6 on 31 March 2001). The only exception of a few detected but incorrectly repaired cycle slip is due to a sudden increased pseudorange error on a single satellite (PRN7) under very active ionosphere on 31 March 2001. This method requires dual-frequency carrier phase and pseudorange data from only one single GPS receiver. The other requirement is that the GPS data rate ideally is 1 Hz or higher in order to detect small cycle slips. It is suitable for many applications where one single receiver is used, e.g. real-time kinematic rover station and precise point positioning. An important feature of this method is that it performs cycle slip detection and repair on a satellite-by-satellite basis; thus, the cycle slip detection and repair for each satellite are completely independent and not affected by the data of other satellites.
引用
收藏
页码:171 / 183
页数:13
相关论文
共 42 条
[1]  
[Anonymous], 2007, GPS-Theory, Algorithms and Applications
[2]  
Aoki T, 2009, INT J INNOV COMPUT I, V5, P153
[3]  
Bastos L., 1988, Manuscripta Geodaetica, V13, P249
[4]  
Bertiger W.I., 1998, J NAVIGATION, V44, P433
[5]   Current State of Precise Point Positioning and Future Prospects and Limitations [J].
Bisnath, S. ;
Gao, Y. .
OBSERVING OUR CHANGING EARTH, 2009, 133 :615-+
[6]  
Bisnath SB, 2000, P 47 C CASI OTT CAN
[7]   AN AUTOMATIC EDITING ALGORITHM FOR GPS DATA [J].
BLEWITT, G .
GEOPHYSICAL RESEARCH LETTERS, 1990, 17 (03) :199-202
[8]   High-rate GPS clock corrections from CODE: support of 1 Hz applications [J].
Bock, H. ;
Dach, R. ;
Jaeggi, A. ;
Beutler, G. .
JOURNAL OF GEODESY, 2009, 83 (11) :1083-1094
[9]   The Bayesian detection of discontinuities in a polynomial regression and its application to the cycle-slip problem [J].
Clara de lacy, Maria ;
Reguzzoni, Mirko ;
Sanso, Fernando ;
Venuti, Giovanna .
JOURNAL OF GEODESY, 2008, 82 (09) :527-542
[10]  
Colombo O.L., 1999, ION GPS 1999, P1915