The Best Robust Estimation Method to Determine Local Surface

被引:7
作者
Borowski, Lukasz [1 ]
Banas, Marek [2 ]
机构
[1] Lublin Univ Technol, Dept Geotech Engn, Lublin, Poland
[2] Bronislaw Markiewicz State Univ Technol & Econ Ja, Inst Tech Engn, Jaroslaw, Poland
来源
BALTIC JOURNAL OF MODERN COMPUTING | 2019年 / 7卷 / 04期
关键词
geodesy; geoscience; detection algorithms; numerical analysis; geoid; model selection criteria;
D O I
10.22364/bjmc.2019.7.4.06
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Geoid/quasi-geoid modelling in a local (small) area is often made with polynomials. The optimal version of a polynomial is found by testing its successive versions using different statistical parameters, i.e. with different degree and number of coefficients. In this publication, the authors presented 3 approaches to search for an optimal version of the polynomial. Two of them were based on one of the robust estimation methods, i.e. the Danish method. Therefore, the question arises whether this method is suitable for this type of work. The publication analyses 6 different methods of robust estimation and the method of least squares. The control parameters of the methods were selected in such a way as to obtain a comparable accuracy of fitting the polynomial into the points each time. Then, the actual accuracy obtained for each of them was compared. The result of the study is a ranking of methods in terms of the most accurate fitting results.
引用
收藏
页码:525 / 540
页数:16
相关论文
共 31 条
[1]  
Ameti P., 2016, Geodesy and Cartography, V42, P115, DOI DOI 10.3846/20296991.2016.1268431
[2]  
[Anonymous], GEOINFORM ISSUES
[3]  
[Anonymous], THESIS
[4]   Empirical tests of performance of some M - estimators [J].
Banas, Marek ;
Ligas, Marcin .
GEODESY AND CARTOGRAPHY, 2014, 63 (02) :127-146
[5]  
Banasik P., 1999, THESIS
[6]  
Banasik P., 2012, PRZEGLAD GEODEZYJNY, V4, P6
[7]  
Borowski l, 2015, THESIS AGH U SCI TEC
[8]  
Borowski L., 2011, GEODETA MAGAZYN GEOI, V3, P22
[9]   Application of Robust Estimation in Polynomial Modelling [J].
Borowski, Lukasz ;
Banas, Marek .
2018 BALTIC GEODETIC CONGRESS (BGC-GEOMATICS 2018), 2018, :62-66
[10]  
Czarnecki K., 2010, GEODEZJA WSPOLCZESNA