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Keyword

robust identification

Description: A system identification method for estimating models from experimental data while limiting sensitivity to noise, outliers, and uncertainty.
OpenAlex ID: keywords/robust-system-identification
Robust Solutions to Least-Squares Problems with Uncertain Data
1997 · Laurent El Ghaoui, Hervé Lebret · SIAM Journal on Matrix Analysis and Applications · 1,076
A novel actor–critic–identifier architecture for approximate optimal control of uncertain nonlinear systems
2012 · S. Bhasin, R. Kamalapurkar, et al. · Automatica · 643
Modeling, Identification and Compensation of Complex Hysteretic Nonlinearities: A Modified Prandtl-Ishlinskii Approach
2003 · Klaus Kuhnen · European Journal of Control · 529
A new kernel-based approach for linear system identification
2009 · Gianluigi Pillonetto, Giuseppe De Nicolao · Automatica · 479
A tutorial review on process identification from step or relay feedback test
2013 · Tao Liu, Qing-Guo Wang, et al. · Journal of Process Control · 219
Robust identification
1980 · B.T. Poljak, Ja.Z. Tsypkin · Automatica · 212
Robustness in Identification and Control
1989 · MILANESE, Mario, R. TEMPO, et al. · Springer eBooks · 205
A review of the Expectation Maximization algorithm in data-driven process identification
2018 · Nima Sammaknejad, Yujia Zhao, et al. · Journal of Process Control · 163
Comparing different approaches to model error modeling in robust identification
2002 · Wolfgang Reinelt, Andrea Garulli, et al. · Automatica · 161
Robust nonlinear system identification using neural-network models
1998 · Songwu Lu, T. Basar · IEEE Transactions on Neural Networks · 159
Randomized methods for design of uncertain systems: Sample complexity and sequential algorithms
2014 · Teodoro Alamo, Roberto Tempo, et al. · Automatica · 148
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A fully integrated noise robust strategy for the identification of constitutive laws from digital images
2010 · Julien Réthoré · International Journal for Numerical Methods in Engineering · 140
Optimal asymptotic identification under bounded disturbances
1993 · D.N.C. Tse, M.A. Dahleh, et al. · IEEE Transactions on Automatic Control · 138
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Support Vector Method for RobustARMA System Identification
2004 · J.L. Rojo-Alvarez, M. Martinez-Ramon, et al. · IEEE Transactions on Signal Processing · 137
Auto-tuning of TITO decoupling controllers from step tests
2000 · Qing-Guo Wang, Bin Huang, et al. · ISA Transactions · 136
A Sparsification Approach to Set Membership Identification of Switched Affine Systems
2011 · N. Ozay, M. Sznaier, et al. · IEEE Transactions on Automatic Control · 123
Application of adaptive predictive control to a floor heating system with a large thermal lag
2002 · T.Y. Chen · Energy and Buildings · 123
Robust identification and interpolation in H ∞
1991 · JONATHAN R. PARTINGTON · International Journal of Control · 122
Adaptive H ∞ Filter: Its Application to Structural Identification
1998 · Tadanobu Sato, Kai Qi · Journal of Engineering Mechanics · 119
Viscous damping identification in linear vibration
2007 · A. Srikantha Phani, J. Woodhouse · Journal of Sound and Vibration · 117
Robust identification in H∞
1992 · Jonathan R Partington · Journal of Mathematical Analysis and Applications · 111
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Robust identification for fault detection in the presence of non-Gaussian noises: application to hydraulic servo drives
2020 · Vladimir Stojanovic, Dragan Prsic · Nonlinear Dynamics · 109
Modified constitutive relation error identification strategy for transient dynamics with corrupted data: The elastic case
2006 · P. Feissel, O. Allix · Computer Methods in Applied Mechanics and Engineering · 107
Robust identification of OE model with constrained output using optimal input design
2015 · Vladimir Stojanovic, Novak Nedic · Journal of the Franklin Institute · 105
Identification of dynamical systems with a robust interval fuzzy model
2004 · Igor Škrjanc, Sašo Blažič, et al. · Automatica · 103
Works count: 910
Citation count: 12,000
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