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Balanced Truncation of Linear Time-Varying Systems.

Authors :
Sandberg, Henrik
Rantzer, Anders
Source :
IEEE Transactions on Automatic Control. Feb2004, Vol. 49 Issue 2, p217-229. 13p.
Publication Year :
2004

Abstract

In this paper, balanced truncation of linear time-varying systems is studied in discrete and continuous time. Based on relatively basic calculations with time-varying Lyapunov equations/inequalities we are able to derive both upper and lower error bounds for the truncated models. These results generalize well-known time-invariant formulas. The case of time-varying state dimension is considered. Input-output stability of all truncated balanced realizations is also proven. The method is finally successfully applied to a high-order model. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00189286
Volume :
49
Issue :
2
Database :
Academic Search Index
Journal :
IEEE Transactions on Automatic Control
Publication Type :
Periodical
Accession number :
12464158
Full Text :
https://doi.org/10.1109/TAC.2003.822862