In this paper, we present the adaptation of an Optimal Bounding Ellipsoid (OBE) type algorithm for output error systems with unknown but bounded disturbances. Two identification algorithms are derived in a multi-input multi-output context and the paper proposed stability and convergence analysis. An iterative scheme is introduced and simulation are performed, showing the excellent performance of the proposed approach.
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