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Deterministic approach to the design of robust predictors

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Moheimani, S. O.Reza
Savkin, Andrey V.
Petersen, Ian R.

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This paper is concerned with the problem of robust prediction for a class of uncertain systems with noise and uncertainty modeled deterministically. The main result shows that the set of possible states at time T, given the measurements up to a time T-q is an ellipsoid. The set is constructed by solving a Riccati difference equation.

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Proceedings of the IEEE Conference on Decision and Control

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