Least Squares Solutions In Statistical Orbit Determination Using Singular Value Decomposition
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Author | : Patrick M. Marshall |
Publisher | : |
Total Pages | : 61 |
Release | : 1999-06-01 |
Genre | : Gaussian processes |
ISBN | : 9781423553120 |
Download Least Squares Solutions in Statistical Orbit Determination Using Singular Value Decomposition Book in PDF, Epub and Kindle
This thesis is a partial analysis of the Naval Space Command statistical orbit determination algorithms. Through a process called Differential Correction, data from space surveillance radar observation stations is synthesized with previously accumulated element sets to maintain accurate orbital object position information. Differential Correction is a nonlinear least squares process employing statistical techniques to minimize the residual measurement error thereby increasing relative position information accuracy. This study focuses specifically on the algorithmic methods of solution to the systems of normal equations generated by the Differential Correction process. A comparison and analysis of the present Naval Space Command method and the singular value decomposition method is presented. Algorithmic constructions are presented for both methods and problematic areas are highlighted. The principal focus herein is to demonstrate the benefit of singular value decomposition when attempting to solve systems of equations whose coefficient matrices are dense and nearly singular. These results generalize to commonly employed normal equation solution algorithms and are intended for further study and possible incorporation by Naval Space Command as part of future modernization plans.
Author | : Charles L. Lawson |
Publisher | : SIAM |
Total Pages | : 348 |
Release | : 1995-12-01 |
Genre | : Mathematics |
ISBN | : 0898713560 |
Download Solving Least Squares Problems Book in PDF, Epub and Kindle
This Classic edition includes a new appendix which summarizes the major developments since the book was originally published in 1974. The additions are organized in short sections associated with each chapter. An additional 230 references have been added, bringing the bibliography to over 400 entries. Appendix C has been edited to reflect changes in the associated software package and software distribution method.
Author | : Gene H. Golub |
Publisher | : |
Total Pages | : 38 |
Release | : 1969 |
Genre | : |
ISBN | : |
Download Singular value decomposition and least squares solutions Book in PDF, Epub and Kindle
Author | : Oliver Montenbruck |
Publisher | : Springer Science & Business Media |
Total Pages | : 378 |
Release | : 2012-12-06 |
Genre | : Science |
ISBN | : 3642583512 |
Download Satellite Orbits Book in PDF, Epub and Kindle
This modern presentation guides readers through the theory and practice of satellite orbit prediction and determination. Starting from the basic principles of orbital mechanics, it covers elaborate force models as well as precise methods of satellite tracking. The accompanying CD-ROM includes source code in C++ and relevant data files for applications. The result is a powerful and unique spaceflight dynamics library, which allows users to easily create software extensions. An extensive collection of frequently updated Internet resources is provided through WWW hyperlinks.
Author | : David Ahmed Hasan |
Publisher | : |
Total Pages | : 228 |
Release | : 1988 |
Genre | : Least squares |
ISBN | : |
Download Analysis of least squares orbit determination accumulation algorithms Book in PDF, Epub and Kindle
Author | : |
Publisher | : |
Total Pages | : 480 |
Release | : 1993 |
Genre | : Aeronautics |
ISBN | : |
Download Scientific and Technical Aerospace Reports Book in PDF, Epub and Kindle
Author | : |
Publisher | : |
Total Pages | : 960 |
Release | : 2000 |
Genre | : Astrodynamics |
ISBN | : |
Download Astrodynamics Book in PDF, Epub and Kindle
Author | : Felice Lyn Oppenheim Burchfield |
Publisher | : |
Total Pages | : 160 |
Release | : 1980 |
Genre | : |
ISBN | : |
Download Use of Singular Value Decomposition in the Least Squares Problem Book in PDF, Epub and Kindle
Author | : Neil J. Salkind |
Publisher | : SAGE |
Total Pages | : 1417 |
Release | : 2007 |
Genre | : Psychology |
ISBN | : 1412916119 |
Download Encyclopedia of Measurement and Statistics Book in PDF, Epub and Kindle
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Author | : Ming Gu |
Publisher | : |
Total Pages | : 19 |
Release | : 1994 |
Genre | : |
ISBN | : |
Download Efficient computation of the singular value decomposition with applications to least squares problems Book in PDF, Epub and Kindle