DocumentCode
854117
Title
Solution of the Zakai equation by separation of variables
Author
Daum, Frederick E.
Author_Institution
Raytheon Company, Wayland, MA, USA
Volume
32
Issue
10
fYear
1987
fDate
10/1/1987 12:00:00 AM
Firstpage
941
Lastpage
943
Abstract
An exact expression for the unnormalized conditional density is derived for certain nonlinear estimation problems. The basic method is to solve the Zakai equation using separation of variables. The new filter is a generalization of the Kalman-Bucy filter, the Benes̆ filter, and other nonlinear filters within a unified framework.
Keywords
Nonlinear estimation; Stochastic differential equations; Algorithms; Constraint optimization; Costs; Differential equations; Filters; Motion measurement; Nonlinear equations; Numerical analysis; Optimal control; Packaging;
fLanguage
English
Journal_Title
Automatic Control, IEEE Transactions on
Publisher
ieee
ISSN
0018-9286
Type
jour
DOI
10.1109/TAC.1987.1104460
Filename
1104460
Link To Document