DocumentCode
3016536
Title
Statistical error analysis using the UDUT covariance factorization
Author
Thornton, C.L. ; Wiberg, D.M.
Author_Institution
Jet Propulsion Laboratory, Pasadena, California
fYear
1977
fDate
7-9 Dec. 1977
Firstpage
19
Lastpage
28
Abstract
A numerically improved covariance error analysis algorithm is derived using the matrix factorization P = UDUT. The algorithm employs computationally sound transformation techniques to ensure increased precision and stability. The advantages of this approach are demonstrated by applying the U-D and conventional evaluation algorithms to a representative orbit determination problem. Throughout the comparison study the conventional covariance method continually experiences serious accuracy degradations and often produces useless or inconsistent results. The UD algorithm, on the other hand, demonstrates its inherent stability by consistently matching the extended precision reference results. Moreover, the U-D method is found to be efficient and easy to implement, requiring no more storage or computation than the conventional covariance algorithm.
Keywords
Covariance matrix; Degradation; Equations; Error analysis; Laboratories; Nonlinear filters; Propulsion; Reliability engineering; Space technology; Stability analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control including the 16th Symposium on Adaptive Processes and A Special Symposium on Fuzzy Set Theory and Applications, 1977 IEEE Conference on
Conference_Location
New Orleans, LA, USA
Type
conf
DOI
10.1109/CDC.1977.271539
Filename
4045809
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