International Journal of Geosciences

Volume 3, Issue 1 (February 2012)

ISSN Print: 2156-8359   ISSN Online: 2156-8367

Google-based Impact Factor: 0.56  Citations  h5-index & Ranking

A New Regularized Solution to Ill-Posed Problem in Coordinate Transformation

HTML  Download Download as PDF (Size: 1645KB)  PP. 14-20  
DOI: 10.4236/ijg.2012.31002    5,897 Downloads   10,195 Views  Citations
Author(s)

ABSTRACT

Coordinates transformation is generally required in GPS applications. If the transformation parameters are solved with the known coordinates in a small area using the Bursa model, the precision of transformed coordinates is generally very poor. Since the translation parameters and rotation parameters are highly correlated in this case, a very large condition number of the coefficient matrix A exists in the linear system of equations. Regularization is required to reduce the effects caused by the intrinsic ill-conditioning of the problem and noises in the data, and to stabilize the solution. Based on advanced regularized methods, we propose a new regularized solution to the ill-posed coordinate transformation problem. Simulation numerical experiments of coordinate transformation are given to shed light on the relationship among different regularization approaches. The results indicate that the proposed new method can obtain a more reasonable resolution with higher precision and/or robustness.

Share and Cite:

X. Ge and J. Wu, "A New Regularized Solution to Ill-Posed Problem in Coordinate Transformation," International Journal of Geosciences, Vol. 3 No. 1, 2012, pp. 14-20. doi: 10.4236/ijg.2012.31002.

Cited by

[1] Forward and Inverse Problems in Transient Responses of Plates Under Impact Loadings
Pressure Vessels and Piping …, 2022
[2] Nova abordagem para melhorar o desempenho do modelo de translação geocêntrica utilizando tecnologia de redes neurais artificiais
Boletim de Ciências …, 2017
[3] Performance evaluation of the Ordinary Least Square (OLS) and Total Least Square (TLS) in adjusting field data: an empirical study on a DGPS data
South African Journal of Geomatics, 2017
[4] NOVEL APPROACH TO IMPROVE GEOCENTRIC TRANSLATION MODEL PERFORMANCE USING ARTIFICIAL NEURAL NETWORK TECHNOLOGY
2017
[5] Appraisal of Methods for Estimating Orthometric Heights–A Case Study in a Mine
2017
[6] On the Regularization-Homotopy Analysis Method for Linear and Nonlinear Fredholm Integral Equations of the First Kind
Asian Research Journal of Mathematics, 2017
[7] Hybridized centroid technique for 3D Molodensky-Badekas coordinate transformation in the Ghana geodetic reference network using total least squares approach
South African Journal of Geomatics, 2016
[8] Numerical Issues in Space-Geodetic Data Analysis and Their Impact on Earth Orientation Parameters
International Symposium on Earth and Environmental Sciences for Future Generations, 2016
[9] Quantification of pore size distribution using diffusion NMR: Experimental design and physical insights
The Journal of chemical physics, 2014

Copyright © 2024 by authors and Scientific Research Publishing Inc.

Creative Commons License

This work and the related PDF file are licensed under a Creative Commons Attribution 4.0 International License.