Closed loop subspace system identification

P Van Overschee, B De Moor - … of the 36th IEEE Conference on …, 1997 - ieeexplore.ieee.org
… a general framework for subspace identification of systems working in closed loop. Two …
loop subspace theorems, to which they are reduced when there is no controller active in the loop

Closedloop subspace identification methods: an overview

G Van der Veen, JW van Wingerden… - IET Control Theory & …, 2013 - Wiley Online Library
Closed-loop subspace identification of linear systems is of … using measured data, system
identification overcomes some of the … For these reasons, system identification may provide more …

Closed-loop subspace identification using the parity space

J Wang, SJ Qin - Automatica, 2006 - Elsevier
… In this paper, a complete closed-loop subspace identification algorithm is developed using
the parity space with appropriate column weighting. Persistent excitation condition of SIMPCA …

Closed-loop subspace identification: an orthogonal projection approach

B Huang, SX Ding, SJ Qin - Journal of process control, 2005 - Elsevier
… In this paper, a closed-loop subspace identification approach … it explains why some existing
subspace methods may deliver a … is the solution to open-loop subspace system identification. …

Subspace-aided closed-loop system identification with application to DC motor system

K Li, H Luo, C Yang, S Yin - IEEE Transactions on Industrial …, 2019 - ieeexplore.ieee.org
… controller embedded in the closed-loop structure. In practice, … closed-loop subspace system
identification. Motivated by these issues, a subspace-aided closed-loop system identification

Subspace identification from closed loop data

L Ljung, T McKelvey - Signal processing, 1996 - Elsevier
… The problem of identifying a system operating in closed loop … convert the closed loop problem
into an open loop problem [6,… existing subspace methods fail for the case of closed loop

Innovation-based subspace identification in open-and closed-loop

G Mercère, I Markovsky… - 2016 IEEE 55th …, 2016 - ieeexplore.ieee.org
… in [11] for systems working under open-loopsystem identification problem is defined in
Section III. The main contribution of the paper, ie, the description of the open-loop and closedloop

Application of a subspace model identification technique to identify LTI systems operating in closed-loop

M Verhaegen - Automatica, 1993 - Elsevier
identification of linear time-invariant (LTI) systems operating in a closedloop with an LTI
compensator to an open-loop multi-inputmulti-output (MIMO) (state space model) identification

Maximum likelihood subspace identification for linear, nonlinear, and closed-loop systems

WE Larimore - Proceedings of the 2005, American Control …, 2005 - ieeexplore.ieee.org
… a first principles development of subspace system identification (ID) using a … subspace ID
of linear dynamic models; and using recent results, it is extended to closed-loop linear systems

Subspace identification using closed-loop data

M Bakke - 2009 - ntnuopen.ntnu.no
… is to investigate MIMO system identification in closed loop using Subspace Identification
Methods (… Most of the theory on subspace methods assumes that datasets are collected in open-…