Title :
Some estimation problems over discrete-continuous observations
Author :
Orlov, Yu V. ; Basin, M.V.
Author_Institution :
Inst. of Control Sci., Moscow, USSR
Abstract :
The estimation problem of the dynamic system state is considered. If there are both point sources of information and a continuous signal in the observation channel, and it is necessary to process the data from these point sources separately, then in order to specify the existence of point measurements in the mathematical model the filtering problem over discrete-continuous observations arises. A general method to obtain estimation equations over discrete-continuous observations proceeding from the previously solved problem over continuous observations is suggested. Using the method some estimation problems over discrete-continuous observations were investigated. One such problem (the problem of guaranteed estimation under uncertainty conditions) is considered in detail
Keywords :
signal processing; state estimation; discrete-continuous observations; estimation problems; guaranteed estimation; uncertainty conditions; Atomic measurements; Differential equations; Ellipsoids; Equations; Information filtering; Information filters; Information resources; Integral equations; Mathematical model; Measurement uncertainty; Signal processing; State estimation; Time measurement; Uncertainty; Upper bound; Vectors;
Conference_Titel :
Decision and Control, 1991., Proceedings of the 30th IEEE Conference on
Conference_Location :
Brighton
Print_ISBN :
0-7803-0450-0
DOI :
10.1109/CDC.1991.261121