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
Link To Document :
بازگشت