Some Algorithmic Aspects of Subspace Identification With Inputs
International Journal of Applied Mathematics and Computer Science, Tome 11 (2001) no. 1, pp. 55-75
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It has been experimentally verified that most commonly used subspace methods for identification of linear state-space systems with exogenous inputs may, in certain experimental conditions, run into ill-conditioning and lead to ambiguous results. An analysis of the critical situations has lead us to propose a new algorithmic structure which could be used either to test difficult cases and/or to implement a suitable combination of new and old algorithms presented in the literature to help fixing the problem.
Keywords:
subspace identification, multivariable systems, identification with inputs, ill-conditioning
Mots-clés : podprzestrzeń, układ wielowymiarowy
Mots-clés : podprzestrzeń, układ wielowymiarowy
@article{IJAMCS_2001_11_1_a2,
author = {Chiuso, A. and Picci, G.},
title = {Some {Algorithmic} {Aspects} of {Subspace} {Identification} {With} {Inputs}},
journal = {International Journal of Applied Mathematics and Computer Science},
pages = {55--75},
year = {2001},
volume = {11},
number = {1},
language = {en},
url = {http://geodesic.mathdoc.fr/item/IJAMCS_2001_11_1_a2/}
}
TY - JOUR AU - Chiuso, A. AU - Picci, G. TI - Some Algorithmic Aspects of Subspace Identification With Inputs JO - International Journal of Applied Mathematics and Computer Science PY - 2001 SP - 55 EP - 75 VL - 11 IS - 1 UR - http://geodesic.mathdoc.fr/item/IJAMCS_2001_11_1_a2/ LA - en ID - IJAMCS_2001_11_1_a2 ER -
Chiuso, A.; Picci, G. Some Algorithmic Aspects of Subspace Identification With Inputs. International Journal of Applied Mathematics and Computer Science, Tome 11 (2001) no. 1, pp. 55-75. http://geodesic.mathdoc.fr/item/IJAMCS_2001_11_1_a2/