Cristian R. Rojas

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Håkan HjalmarssonCentre for Advanced Bioproduction, Linnaeus Centre ACCESS, School of EE and CSVerified email at kth.se
James WelshUniversity of NewcastleVerified email at newcastle.edu.au
Bo WahlbergProfessor Automatic Control, KTH Royal Institute of TechnologyVerified email at kth.se
Tom OomenEindhoven University of TechnologyVerified email at tue.nl
Juan C. AgüeroUniversidad Tecnica Federico Santa Maria (Chile)Verified email at usm.cl
Christian LarssonPhD Student, Automatic Control, KTHVerified email at ee.kth.se
Vikram KrishnamurthyProfessor, Cornell UniversityVerified email at cornell.edu
Magnus JanssonKTH Royal Institute of Technology, School of Electrical engineering and computer science, DivisionVerified email at kth.se
Mats BengtssonInformation Science and Engineering, KTH Royal Institute of TechnologyVerified email at kth.se
Afrooz EbadatKTH Royal Institute of TechnologyVerified email at kth.se
Jonas MårtenssonProfessor in Automatic Control, KTH Royal Institute of TechnologyVerified email at kth.se
Niklas EverittPhd-studentVerified email at kth.se
Mariette AnnergrenACCESS Automatic Control, KTH Royal Institute of TechnologyVerified email at kth.se
Mohammadreza Malek-MohammadiQualcommVerified email at kth.se
Saikat ChatterjeeKTH - Royal Institute of TechnologyVerified email at kth.se
K Erik J OlofssonScientist / Control PhysicistVerified email at fusion.gat.com
Martin SundinPhD in Signal Processing from KTH Royal Institute of TechnologyVerified email at kth.se
Benjamin Sanchez TerronesDepartments of Electrical & Computer and Biomedical Engineering, University of Illinois ChicagoVerified email at uic.edu
Diego EckhardUniversidade Federal do Rio Grande do SulVerified email at eckhard.com.br
Massoud Babaie-ZadehSharif University of TechnologyVerified email at sharif.edu

Cristian R. Rojas

Professor, Division of Decision and Control Systems, KTH Royal Institute of Technology

Verified email at kth.se - Homepage

System Identification Statistics Machine Learning Systems and Control


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Robust optimal experiment design for system identification CR Rojas, JS Welsh, GC Goodwin, A Feuer Automatica 43 (6), 993-1008, 2007	283	2007
Iterative Data-DrivenNorm Estimation of Multivariable Systems With Application to Robust Active Vibration Isolation T Oomen, R van der Maas, CR Rojas, H Hjalmarsson IEEE Transactions on Control Systems Technology 22 (6), 2247-2260, 2014	81	2014
Sparse iterative learning control with application to a wafer stage: Achieving performance, resource efficiency, and task flexibility T Oomen, CR Rojas Mechatronics 47, 134-147, 2017	75	2017
Model predictive control with integrated experiment design for output error systems CA Larsson, M Annergren, H Hjalmarsson, CR Rojas, X Bombois, ... 2013 European Control Conference (ECC), 3790-3795, 2013	68	2013
On change point detection using the fused lasso method CR Rojas, B Wahlberg arXiv preprint arXiv:1401.5408, 2014	67	2014
A note on the SPICE method CR Rojas, D Katselis, H Hjalmarsson IEEE transactions on signal processing 61 (18), 4545-4551, 2013	63	2013
On the calculation of the D-optimal multisine excitation power spectrum for broadband impedance spectroscopy measurements B Sanchez, CR Rojas, G Vandersteen, R Bragos, J Schoukens Measurement Science and Technology 23 (8), 085702, 2012	57	2012
Experimental evaluation of model predictive control with excitation (MPC-X) on an industrial depropanizer CA Larsson, CR Rojas, X Bombois, H Hjalmarsson Journal of Process Control 31, 1-16, 2015	54	2015
Sparse estimation based on a validation criterion CR Rojas, H Hjalmarsson 2011 50th IEEE Conference on Decision and Control and European Control …, 2011	54	2011
Analyzing iterations in identification with application to nonparametric H∞-norm estimation CR Rojas, T Oomen, H Hjalmarsson, B Wahlberg Automatica 48 (11), 2776-2790, 2012	49	2012
Robust identification of process models from plant data GC Goodwin, JC Agüero, JS Welsh, JI Yuz, GJ Adams, CR Rojas Journal of Process control 18 (9), 810-820, 2008	49	2008
Robustness in experiment design CR Rojas, JC Aguero, JS Welsh, GC Goodwin, A Feuer IEEE Transactions on Automatic Control 57 (4), 860-874, 2011	48	2011
Sparse estimation of polynomial and rational dynamical models CR Rojas, R Tóth, H Hjalmarsson IEEE Transactions on Automatic Control 59 (11), 2962-2977, 2014	47	2014
Successive concave sparsity approximation for compressed sensing M Malek-Mohammadi, A Koochakzadeh, M Babaie-Zadeh, M Jansson, ... IEEE Transactions on Signal Processing 64 (21), 5657-5671, 2016	45	2016
A receding horizon algorithm to generate binary signals with a prescribed autocovariance CR Rojas, JS Welsh, GC Goodwin 2007 American Control Conference, 122-127, 2007	44	2007
On the equivalence of least costly and traditional experiment design for control CR Rojas, JC Agüero, JS Welsh, GC Goodwin Automatica 44 (11), 2706-2715, 2008	43	2008
Consistency analysis of the simplified refined instrumental variable method for continuous-time systems S Pan, RA González, JS Welsh, CR Rojas Automatica 113, 108767, 2020	40	2020
Identification of Box-Jenkins models using structured ARX models and nuclear norm relaxation H Hjalmarsson, JS Welsh, CR Rojas IFAC Proceedings Volumes 45 (16), 322-327, 2012	38	2012
A class of nonconvex penalties preserving overall convexity in optimization-based mean filtering M Malek-Mohammadi, CR Rojas, B Wahlberg IEEE Transactions on Signal Processing 64 (24), 6650-6664, 2016	36	2016
An application-oriented approach to dual control with excitation for closed-loop identification CA Larsson, A Ebadat, CR Rojas, X Bombois, H Hjalmarsson European Journal of Control 29, 1-16, 2016	36	2016

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