Riemannian Optimal Identification Method for Linear Systems With Symmetric Positive-Definite Matrix

This article develops identification methods for linear continuous-time symmetric systems, such as electrical network systems, multiagent network systems, and temperature dynamics in buildings. To this end, we formulate three system identification problems for the corresponding discrete-time systems...

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Veröffentlicht in:	IEEE transactions on automatic control 2020-11, Vol.65 (11), p.4493-4508
Hauptverfasser:	Sato, Kazuhiro, Sato, Hiroyuki, Damm, Tobias
Format:	Artikel
Sprache:	eng
Schlagworte:	Buildings Discrete time systems Electrical networks Electronic mail Euclidean geometry Identification methods Least squares method Linear systems Manifolds Manifolds (mathematics) Mathematical analysis Mathematical models Matrix methods Measurement Multiagent systems Newton methods Numerical methods Optimization Quotients Riemannian optimization Subspace methods Symmetric matrices symmetry System identification
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