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SIAM Journal on Control and Optimization, Vol.32, No.1, 297-310, 1994
Finite-Dimensional Filters with Nonlinear Drift .2. Brocketts Problem on Classification of Finite-Dimensional Estimation Algebras
The idea of using estimation algebras to construct finite-dimensional nonlinear filters was first proposed by Brockett and Mitter independently. It turns out that the concept of estimation algebra plays a crucial role in the investigation of finite-dimensional nonlinear filters. In his talk at the International Congress of Mathematics in 1983, Brockett proposed classifying all finite-dimensional estimation algebras. In this paper, all finite-dimensional algebras with maximal rank are classified if the dimension of the state space is less than or equal to two. Therefore, from the Lie algebra point of view, all finite-dimensional filters are understood genetically in the case where the dimension of state space is less than three.