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Linear Parameter-Varying System Identification: The Subspace Approach
2012In the past two decades, a significant amount of research has been carried out on Linear Parameter-Varying (LPV) systems. It has been shown that LTI control synthesis techniques like optimal and robust control can be extended to the LPV case. Notwithstanding the advances in LPV control, the identification of such systems is still not completely ...
CORNO, MATTEO +2 more
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Randomized Subspace Identification for LTI Systems
2023 European Control Conference (ECC), 2023Vatsal Kedia, Debraj Chakraborty
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Power system monitoring using subspace identification
The 2nd International Conference on Control, Instrumentation and Automation, 2011Aliakbar Mohammadi +2 more
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Uncertainty quantification in data-driven stochastic subspace identification
Mechanical Systems and Signal Processing, 2021Edwin Pb Reynders
exaly
Subspace Identification for Linear Systems
1996Peter Van Overschee, Bart De Moor
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Subspace system identification : application to diagnosis
2004This thesis focus on MIMa system identification and sensor fault detection and isolation with subspace methods. At the beginning, linear system identification is tackled. First, a presentation of classical subspace methods based on the estimation of the observability matrix and/or state sequence matrix is presented; then a new approach based on a FIR ...
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Consistent Subspace Identification of Errors-in-Variables Hammerstein Systems
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2023Jie Hou, Hao Su, Chengpu Yu
exaly