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A "fundamental lemma" for continuous-time systems, with applications to data-driven simulation.

Authors :
Rapisarda, P.
Çamlibel, M.K.
van Waarde, H.J.
Source :
Systems & Control Letters. Sep2023, Vol. 179, pN.PAG-N.PAG. 1p.
Publication Year :
2023

Abstract

We are given one input–output (i-o) trajectory (u , y) produced by a linear, continuous time-invariant system, and we compute its Chebyshev polynomial series representation. We show that if the input trajectory u is sufficiently persistently exciting according to the definition in Rapisarda et al. (2023), then the Chebyshev polynomial series representation of every i-o trajectory can be computed from that of (u , y). We apply this result to data-driven simulation of continuous-time systems. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
01676911
Volume :
179
Database :
Academic Search Index
Journal :
Systems & Control Letters
Publication Type :
Academic Journal
Accession number :
170024370
Full Text :
https://doi.org/10.1016/j.sysconle.2023.105603