Abstract: In this paper we consider the problem of set-membership identification of multiple-inputs multiple-outputs (MIMO) linear models when both input ...

Abstract—In this paper we consider the problem of set- membership identification of multiple-inputs multiple-outputs. (MIMO) linear models when both input ...

We consider linear system identification with multiplicative noise from multiple state-input trajectory data. We propose exploratory input signals along with a ...

Only few works can be found in the literature addressing the identification of MIMO systems in the presence of bounded noise Pouliquen et al. (2011), Wang ...

An output error identification algorithm for multi-input/multi-output (MIMO) switched linear systems with bounded noise on the output that performs well and ...

The proposed algorithm is an adapted Outer Bounding Ellipsoid (OBE) type algorithm suitable for system identification with bounded noise. We show by a numerical ...

This paper studies the identification of linear time-invariant systems using noisy input-output data in a set-membership framework. It is assumed that the noise ...

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.

The proposed algorithm is an adapted Outer Bounding Ellipsoid (OBE) type algorithm suitable for system identification with bounded noise. We show by a numerical ...

Dec 4, 2019 · This paper proposes an online switched linear system identification algorithm based on a modified outer bounding ellipsoid algorithm.