Title :
Output error identification for multi-input multi-output systems with bounded disturbances
Author :
Pouliquen, Mathieu ; Pigeon, Eric ; Gehan, Olivier
Author_Institution :
Control Group, ENSICAEN, Caen, France
Abstract :
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.
Keywords :
MIMO systems; convergence; error analysis; iterative methods; stability; bounded disturbances; convergence analysis; iterative scheme; multiple input multiple output systems; optimal bounding ellipsoid algorithm; output error identification; stability; Algorithm design and analysis; Ellipsoids; Equations; Estimation; Prediction algorithms; Stability analysis; Vectors;
Conference_Titel :
Decision and Control and European Control Conference (CDC-ECC), 2011 50th IEEE Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
978-1-61284-800-6
Electronic_ISBN :
0743-1546
DOI :
10.1109/CDC.2011.6160211