Evaluation of different outlier detection methods for GPS networks

Sensors

Volumn 8, Issue 11, 2008, Pages 7344-7358

  Gökalp, Ertan ^a   Güngör, Oǧuz ^a   Boz, Yüksel ^b  

^a KARADENIZ TECHNICAL UNIVERSITY   (Turkey)

^b HACETTEPE UNIVERSITY   (Turkey)

Author keywords

Data snooping; Fuzzy logic; GPS; Membership value; Robust estimation; Statistical test

Indexed keywords

DATA SNOOPING; FUZZY LOGIC METHOD; GEODETIC OBSERVATION; GPS (GLOBAL POSITIONING SYSTEM); MEMBERSHIP VALUES; OUTLIER DETECTION; POINT POSITIONING; ROBUST ESTIMATION;

FUZZY LOGIC; GEODETIC SATELLITES; STATISTICAL TESTS; STATISTICS;

GLOBAL POSITIONING SYSTEM;

EID: 56449124045     PISSN: 14248220     EISSN: None     Source Type: Journal    
DOI: 10.3390/s8117344     Document Type: Article

References (19)

1. Kubik, K.; Wang, Y. Comparison of Different Principles for Outlier Detection. Aust. J. Geod. Photogramm. Surv. 1991, 54, 67-80.
2. Baselga, S. Global Optimization Solution of Robust Estimation. J. Surv. Eng. 2007, 133, 123-128.
3. Berberan, A. Multiple Outlier Detection-A Real Case Study. Surv. Rev. 1995, 33, 41-49.
4. Baarda, W. A Testing Procedure for Use in Geodetic Networks. Publ. Geod. New Ser. 1968, 2, 27-55.
5. Schwarz, C.R.; Kok, J.J. Blunder Detection and Data Snooping in LS and Robust Adjustments. J. Surv. Eng 1993, 119, 127-136.
6. Heck, B. Der Einfluss einzelner Beobachtungen auf das Ergebnis einer Ausgleichung und die Suche nach Ausreissern in den beobachtungen. AVN 1981, 88, 17-34.
7. Biacs, Z.F.; Krakiwsky, E.J.; Lapucha, D. Reliability Analysis of Phase Observations in GPS Baseline Estimation. J Surv. Eng. 1990, 116, 204-224.
8. Jureckova, J.; Sen, P.K. In Robust Statistical Procedures Asymptotics and Interrelations. John Wiley & Sons: New York, USA, 1996.
9. Staudte, R.G.; Sheather, S.J. In Robust Estimation and Testing. John Wiley & Sons: USA, 1990.
10. Hekimoglu, S.; Berber, M. Effectiveness of Robust Methods in Heterogeneous Linear Models. J. Geod. 2003, 76, 706-713.
11. Wieser, A.; Brunner, F.K. Robust estimation applied to correlated GPS phase observations. Presented at First International Symposium on Robust Statistics and Fuzzy Techniques in Geodesy and GIS, Zurich, Switzerland, 2001.
12. Sun, W. A New Method for Localization of Gross Errors. Surv. Rev. 1994, 32, 344-358.
13. Andrews, D.F.; Bickel, P.J.; Hampel, F.R.; Huber, P.J.; Rogers, W.H.; Tukey, J.W. Robust Estimates of Location: Surveys and Advances. Princeton University Press: Princeton, NJ, 1972.
14. Huber, P.J. In Robust Statistics. Wiley: New York, 1981.
15. Gui, Q.; Zhang, J. Robust Biased Estimation and its Applications in Geodetic Adjustments. J. Geod. 1998, 72, 430-435.
16. Berberan, A. Outlier Detection and Heterogeneous Observations a simulation case study. Aust. J. Geod. Photogramm. Surv. 1992, 56, 49-61.
17. Yang, Y. Robust Estimation of Geodetic Datum Transformation, J Geod. 1999, 73, 268-274.
18. Yang, Y.; Song, L.; Xu, T. Robust Estimator for the Adjustment of Correlated GPS Networks. Presented at First International Symposium on Robust Statistics and Fuzzy Techniques in Geodesy and GIS, Zurich, Switzerland, 2001.
19. Baselga, S. Critical Limitation in Use of T Test for Gross Error Detection. J. Surv. Eng. 2007, 133, 52-55.