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On stochastic observability and controllability
Authors:Han-Fu Chen
Affiliation:1. Institute of Systems Science and Mathematical Sciences, Academia Sinica, Peking, China
Abstract:
New definitions of stochastic observability, detectability, controllability and reachability are proposed. For both continuous and discrete time linear systems easily verifiable necessary and sufficient conditions are obtained, which are compatible with the usual ones for the corresponding (degenerate) deterministic systems. Furthermore, for stochastically observable, linear systems explicit expressions for the LUMCE of the state at time t≧0, with no information of the initial state, are obtained.
Keywords:Controllability  filtering  linear unbiased minimum covariance estimate  observability  state estimation  stochastic systems
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