Title :
Recent results on classification of finite dimensional maximal rank estimation algebras with state space dimension up to 5
Author :
Yau, Stephen S T ; Hu, Guo-Qing
Author_Institution :
UIC, MSCS, Chicago, IL, USA
Abstract :
The idea of using estimation algebras to construct finite dimensional nonlinear filters was first proposed independently by Brockett (1981) and Mitter (1979). Brockett proposed to classify all finite dimensional estimation algebras. An affirmative solution to Brockett´s problem will allow one to construct all possible finite dimensional recursive filters from the Lie algebraic point of view. In this paper we classify all maximal rank finite dimensional estimation algebras with state space dimension five
Keywords :
Lie algebras; estimation theory; filtering theory; nonlinear filters; recursive filters; state-space methods; Brockett problem; Lie algebra; estimation algebras; finite dimensional nonlinear filters; recursive filters; state space dimension; Algebra; Electronic mail; Equations; Filtering; Mathematics; Nonlinear dynamical systems; Nonlinear filters; Recursive estimation; State estimation; State-space methods;
Conference_Titel :
Decision and Control, 1998. Proceedings of the 37th IEEE Conference on
Conference_Location :
Tampa, FL
Print_ISBN :
0-7803-4394-8
DOI :
10.1109/CDC.1998.758462