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Conference papers
Identification algorithm for MIMO switched output error model in presence of bounded noise
Abstract : In this paper, we present an output error identification algorithm for multi-input/multi-output (MIMO) switched linear systems with bounded noise on the output. To our knowledge, no identification algorithm has been proposed for the identification of MIMO-Switched Output Error (MIMO-SOE) model. This problem includes the estimation of the discrete state that indicates the active sub-model at each time and the estimation of the parameters vectors of all sub-models. The proposed algorithm is an adapted Outer Bounding Ellipsoid (OBE) type algorithm suitable for system identification with bounded noise. We show by a numerical example that our algorithm performs well and provides good performance with low computational complexity.
https://hal-normandie-univ.archives-ouvertes.fr/hal-01824204
Contributor : Mathieu Pouliquen Connect in order to contact the contributor
Submitted on : Tuesday, June 26, 2018 - 9:49:28 PM
Last modification on : Friday, March 25, 2022 - 9:37:44 AM
Contributor : Mathieu Pouliquen Connect in order to contact the contributor
Submitted on : Tuesday, June 26, 2018 - 9:49:28 PM
Last modification on : Friday, March 25, 2022 - 9:37:44 AM
