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Sampling Strategies for Data-Driven Inference of Input-Output System Properties Koch A, Montenbruck JM, Allgower F IEEE Transactions on Automatic Control, 66(3), 1144, 2021 |
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"Class-Type" Identification-Based Internal Models in Multivariable Nonlinear Output Regulation Bin M, Marconi L IEEE Transactions on Automatic Control, 65(10), 4369, 2020 |
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Adaptive output regulation for linear systems via discrete-time identifiers Bin M, Marconi L, Teel AR Automatica, 105, 422, 2019 |
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Optimal identification experiment design for the interconnection of locally controlled systems Bombois X, Korniienko A, Hjalmarsson H, Scorletti G Automatica, 89, 169, 2018 |
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Input Design for Kernel-Based System Identification From the Viewpoint of Frequency Response Fujimoto Y, Maruta I, Sugie T IEEE Transactions on Automatic Control, 63(9), 3075, 2018 |
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Data-driven control of nonlinear systems: An on-line direct approach Tanaskovic M, Fagiano L, Novara C, Morari M Automatica, 75, 1, 2017 |
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Boundary Estimation of Boundary Parameters for Linear Hyperbolic PDEs Bin M, Di Meglio F IEEE Transactions on Automatic Control, 62(8), 3890, 2017 |
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Data-driven model improvement for model-based control Forgione M, Bombois X, Van den Hof PMJ Automatica, 52, 118, 2015 |
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Enhancing statistical performance of data-driven controller tuning via L-2-regularization Formentin S, Karimi A Automatica, 50(5), 1514, 2014 |
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Optimal input design for direct data-driven tuning of model-reference controllers Formentin S, Karimi A, Savaresi SM Automatica, 49(6), 1874, 2013 |