Title :
Recursive smoothing for discrete-time systems as a filtering problem
Author_Institution :
Silesian Technical University, Institute of Automatic Control, Gliwice, Poland
fDate :
7/1/1984 12:00:00 AM
Abstract :
It is shown that the problem of recursive smoothing of the past states for discrete-time linear systems can be transformed to a filtering problem by introducing an enlarged state and modifying the system equations. The smoothing equations are then obtained from Kalman filter equations. Equations for the fixed-point time smoothing problem results directly from the filter equations.
Keywords :
discrete time systems; filtering and prediction theory; linear systems; state estimation; discrete-time systems; filtering; linear systems; recursive smoothing; state estimation;
Journal_Title :
Control Theory and Applications, IEE Proceedings D
Conference_Location :
7/1/1984 12:00:00 AM
DOI :
10.1049/ip-d.1984.0023