Copy For Citation
Akcay H., Turkay S.
AUTOMATICA, vol.40, no.8, pp.1333-1347, 2004 (SCI-Expanded)
-
Publication Type:
Article / Article
-
Volume:
40
Issue:
8
-
Publication Date:
2004
-
Doi Number:
10.1016/j.automatica.2004.03.010
-
Journal Name:
AUTOMATICA
-
Journal Indexes:
Science Citation Index Expanded (SCI-EXPANDED), Scopus
-
Page Numbers:
pp.1333-1347
-
Keywords:
system identification, power spectrum, subspace methods, state-space models, nonuniformly spaced measurements, shape filter, SYSTEM-IDENTIFICATION, MULTIVARIABLE SYSTEMS, CANONICAL-FORMS, RESPONSE DATA, MODELS
-
Anadolu University Affiliated:
No
Abstract
In this paper, we present a new subspace-based algorithm for the identification of multi-input/multi-output, square, discrete-time, linear-time invariant systems from nonuniformly spaced power spectrum measurements. The algorithm is strongly consistent and it is illustrated with one practical example that solves a stochastic road modeling problem. (C) 2004 Elsevier Ltd. All rights reserved.