CCE Faculty Articles
A Subspace Algorithm for Balanced State Space System Identification
Document Type
Article
Publication Title
IEEE Transactions on Automatic Control
ISSN
0018-9286
Publication Date
11-1993
Abstract
n an earlier paper ([SI), an algorithm has been introduced for identifying multivariable linear systems directly from input-output data. This new algorithm falls in the class of so-called subspace methods and resembles impulse response based realization algorithms. In this note, we extend this algorithm by incorporating a balancing step, such that the identified model is always in balanced coordinates. With this modification, one obtains a data driven counterpart for Kung’s realization algorithm.
DOI
10.1109/9.262050
Volume
38
Issue
11
First Page
1727
Last Page
1729
NSUWorks Citation
Ramos, Jose A. and Moonen, Marc, "A Subspace Algorithm for Balanced State Space System Identification" (1993). CCE Faculty Articles. 424.
https://nsuworks.nova.edu/gscis_facarticles/424