GREAT: Grassmannian Recursive Algorithm for Tracking & Online System Identification

This paper introduces an online approach for identifying time-varying subspaces defined by linear dynamical systems. The approach of representing linear systems by non-parametric subspace models has received significant interest in the field of data-driven control recently. This system representatio...

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Vydáno v:	IEEE transactions on automatic control s. 1 - 16
Hlavní autoři:	Sasfi, Andras, Padoan, Alberto, Markovsky, Ivan, Dorfler, Florian
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	IEEE 2025
Témata:	Behavioral systems Convergence Dynamical systems Linear systems manifold optimization Manifolds Measurement Prediction algorithms Signal processing algorithms subspace methods System identification Time-varying systems Vectors
ISSN:	0018-9286, 1558-2523
On-line přístup:	Získat plný text
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