Robust optimal experiment design for system identification CR Rojas, JS Welsh, GC Goodwin, A Feuer Automatica 43 (6), 993-1008, 2007 | 273 | 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 | 75 | 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 | 71 | 2017 |
On change point detection using the fused lasso method CR Rojas, B Wahlberg arXiv preprint arXiv:1401.5408, 2014 | 65 | 2014 |
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 | 65 | 2013 |
A note on the SPICE method CR Rojas, D Katselis, H Hjalmarsson IEEE transactions on signal processing 61 (18), 4545-4551, 2013 | 60 | 2013 |
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 | 56 | 2015 |
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 | 54 | 2012 |
Sparse estimation based on a validation criterion CR Rojas, H Hjalmarsson 2011 50th IEEE Conference on Decision and Control and European Control …, 2011 | 52 | 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 | 48 | 2012 |
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 | 46 | 2014 |
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 | 46 | 2008 |
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 | 43 | 2016 |
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 | 41 | 2008 |
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 | 41 | 2007 |
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 | 38 | 2016 |
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 |
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 | 37 | 2020 |
On optimal input design for nonlinear FIR-type systems CA Larsson, H Hjalmarsson, CR Rojas 49th IEEE Conference on Decision and Control (CDC), 7220-7225, 2010 | 36 | 2010 |