A neural approximation to the explicit solution of constrained linear MPC. - Hernan Haimovich; María M. Seron; Graham C. Goodwin; Juan C. Agüero (ECC, 2003)

Approximate EM Algorithms for Parameter and State Estimation in Nonlinear Stochastic Models. - Graham C. Goodwin; Juan C. Agüero (CDC/ECC, 2005)

On the Optimality of Open and Closed Loop Experiments in System Identification. - Juan C. Agüero; Graham C. Goodwin (CDC, 2006)

On the Optimality of Binary-Open-Loop Experiments to Identify Hammerstein Systems. - Juan C. Agüero; James S. Welsh; Osvaldo J. Rojas (ACC, 2007)

System identification using quantized data. - Juan C. Agüero; Graham C. Goodwin; Juan I. Yuz (CDC, 2007)

A model-based feedback control strategy for heap bioleaching processes. - Boris I. Godoy; Julio H. Braslavsky; Juan C. Agüero (CDC, 2007)

Choosing Between Open- and Closed-Loop Experiments in Linear System Identification. - Juan C. Agüero; Graham C. Goodwin (IEEE Trans. Autom. Control., 2007)

Virtual closed loop identification: A generalized tool for identification in closed loop. - Juan C. Agüero; Graham C. Goodwin; Paul M. J. Van den Hof (CDC, 2008)

Identifiability of errors in variables dynamic systems. - Juan C. Agüero; Graham C. Goodwin (Autom., 2008)

On the equivalence of least costly and traditional experiment design for control. - Cristian R. Rojas; Juan C. Agüero; James S. Welsh; Graham C. Goodwin (Autom., 2008)

Fundamental limitations on the accuracy of MIMO linear models obtained by PEM for systems operating in open loop. - Juan C. Agüero; Cristian R. Rojas; Graham C. Goodwin (CDC, 2009)

An algorithm for estimating time-varying commodity price models. - Boris I. Godoy; Graham C. Goodwin; Juan C. Agüero; Alejandro J. Rojas (CDC, 2009)

Three-Degree of Freedom Adaptive Power Control for CDMA Cellular Systems. - Juan C. Agüero; Graham C. Goodwin; Katrina Lau; Meng Wang; Eduardo I. Silva; Torbjörn Wigren (GLOBECOM, 2009)

An errors-in-variables method for non-stationary data with application to mineral exploration. - Katrina Lau; Julio H. Braslavsky; Juan C. Agüero; Graham C. Goodwin (Autom., 2009)

Fundamental Limitations on the Variance of Estimated Parametric Models. - Cristian R. Rojas; James S. Welsh; Juan C. Agüero (IEEE Trans. Autom. Control., 2009)

Sampling and sampled-data models. - Graham C. Goodwin; Juan I. Yuz; Juan C. Agüero; Mauricio Esteban Cea Garrido (ACC, 2010)

Identification of state-space systems using a dual time-frequency domain approach. - Juan C. Agüero; Juan I. Yuz; Graham C. Goodwin; Wei Tang 003 (CDC, 2010)

On the equivalence of time and frequency domain maximum likelihood estimation. - Juan C. Agüero; Juan I. Yuz; Graham C. Goodwin; Ramón A. Delgado (Autom., 2010)

Discussion on: "Identification of ARX and ARARX Models in the Presence of Input and Output Noises". - Juan C. Agüero; Juan I. Yuz; Graham C. Goodwin (Eur. J. Control, 2010)

On the accuracy of parameter estimation for continuous time nonlinear systems from sampled data. - Diego S. Carrasco; Lennart Ljung; Graham C. Goodwin; Juan C. Agüero (CDC/ECC, 2011)

EM-Based Channel Estimation in OFDM Systems with Phase Noise. - Rodrigo Carvajal; Juan C. Agüero; Boris I. Godoy; Graham C. Goodwin (GLOBECOM, 2011)

A filtering approach for model selection. - Rodrigo Carvajal; Boris I. Godoy; Juan C. Agüero; Juan I. Yuz (ICCA, 2011)

A virtual closed loop method for closed loop identification. - Juan C. Agüero; Graham C. Goodwin; Paul M. J. Van den Hof (Autom., 2011)

Asymptotic statistical analysis for model-based control design strategies. - Alicia Esparza; Juan C. Agüero; Cristian R. Rojas; Boris I. Godoy (Autom., 2011)

On identification of FIR systems having quantized output data. - Boris I. Godoy; Graham C. Goodwin; Juan C. Agüero; Damián Marelli; Torbjörn Wigren (Autom., 2011)

A novel approach to model error modelling using the expectation-maximization algorithm. - Ramón A. Delgado; Graham C. Goodwin; Rodrigo Carvajal; Juan C. Agüero (CDC, 2012)

EM-based sparse channel estimation in OFDM systems. - Rodrigo Carvajal; Boris I. Godoy; Juan C. Agüero; Graham C. Goodwin (SPAWC, 2012)

Accuracy of linear multiple-input multiple-output (MIMO) models obtained by maximum likelihood estimation. - Juan C. Agüero; Cristian R. Rojas; Håkan Hjalmarsson; Graham C. Goodwin (Autom., 2012)

Dual time-frequency domain system identification. - Juan C. Agüero; Wei Tang 003; Juan I. Yuz; Ramón A. Delgado; Graham C. Goodwin (Autom., 2012)

Low Complexity Wiener Filtering in CDMA Systems Using a Class of Pseudo-Noise Spreading Codes. - Rodrigo Carvajal; Kaushik Mahata; Juan C. Agüero (IEEE Commun. Lett., 2012)

Variance or spectral density in sampled data filtering? - Graham C. Goodwin; Juan I. Yuz; Mario E. Salgado; Juan C. Agüero (J. Glob. Optim., 2012)

Robustness in Experiment Design. - Cristian R. Rojas; Juan C. Agüero; James S. Welsh; Graham C. Goodwin; Arie Feuer (IEEE Trans. Autom. Control., 2012)

Energy-based control of bidirectional vehicle strings. - Steffi Knorn; Alejandro Donaire; Juan C. Agüero; Richard H. Middleton (AuCC, 2013)

An EM-based estimation algorithm for a class of systems promoting sparsity. - Boris I. Godoy; Rodrigo Carvajal; Juan C. Agüero (ECC, 2013)

A Bayesian approach to sparse channel estimation in OFDM systems. - Rodrigo Carvajal; Boris I. Godoy; Juan C. Agüero (CoRR, 2013)

EM-Based Maximum-Likelihood Channel Estimation in Multicarrier Systems With Phase Distortion. - Rodrigo Carvajal; Juan C. Agüero; Boris I. Godoy; Graham C. Goodwin (IEEE Trans. Veh. Technol., 2013)

Stochastic Embedding revisited: A modern interpretation. - Lennart Ljung; Graham C. Goodwin; Juan C. Agüero (CDC, 2014)

Closed-loop identification of continuous-time systems from non-uniformly sampled data. - Fengwei Chen; Marion Gilson; Juan C. Agüero; Hugues Garnier; Julien Schorsch (ECC, 2014)

A novel input design approach for systems with quantized output data. - Boris I. Godoy; Patricio E. Valenzuela; Cristian R. Rojas; Juan C. Agüero; Brett Ninness (ECC, 2014)

EM-based ML channel estimation in OFDM systems with phase distortion using RB-EKF. - Rodrigo Carvajal; Boris I. Godoy; Juan C. Agüero; Juan I. Yuz; Werner Creixell (WPMC, 2014)

Passivity-based control for multi-vehicle systems subject to string constraints. - Steffi Knorn; Alejandro Donaire; Juan C. Agüero; Richard H. Middleton (Autom., 2014)

An EM-based identification algorithm for a class of hybrid systems with application to power electronics. - Ricardo P. Aguilera; Boris I. Godoy; Juan C. Agüero; Graham C. Goodwin; Juan I. Yuz (Int. J. Control, 2014)

Identification of sparse FIR systems using a general quantisation scheme. - Boris I. Godoy; Juan C. Agüero; Rodrigo Carvajal; Graham C. Goodwin; Juan I. Yuz (Int. J. Control, 2014)

On experiment design for single carrier and multicarrier systems. - Dimitrios Katselis; Cristian R. Rojas; Boris I. Godoy; Juan C. Agüero (ECC, 2015)

EM-based sparse channel estimation in OFDM systems with ℓq-norm regularization in the presence of phase noise and frequency offset. - Rodrigo Carvajal; Juan C. Agüero; Boris I. Godoy; Dimitrios Katselis (LATINCOM, 2015)

A map approach for ℓq-norm regularized sparse parameter estimation using the EM algorithm. - Rodrigo Carvajal; Juan C. Agüero; Boris I. Godoy; Dimitrios Katselis (MLSP, 2015)

On the end-performance metric estimator selection. - Dimitrios Katselis; Cristian R. Rojas; Boris I. Godoy; Juan C. Agüero; Carolyn L. Beck (Autom., 2015)

Scalability of bidirectional vehicle strings with static and dynamic measurement errors. - Steffi Knorn; Alejandro Donaire; Juan C. Agüero; Richard H. Middleton (Autom., 2015)

A MAP approach for ℓq-norm regularized sparse parameter estimation using the EM algorithm. - Rodrigo Carvajal; Juan C. Agüero; Boris I. Godoy; Dimitrios Katselis (CoRR, 2015)

Sparse logistic regression utilizing cardinality constraints and information criteria. - Gabriel Urrutia; Ramón A. Delgado; Rodrigo Carvajal; Dimitrios Katselis; Juan C. Agüero (CCA, 2016)

An optimization-based algorithm for model selection using an approximation of Akaike's Information Criterion. - Rodrigo Carvajal; Gabriel Urrutia; Juan C. Agüero (AuCC, 2016)

Low-order control design using a novel rank-constrained optimization approach. - Gabriel Urrutia; Ramón A. Delgado; Juan C. Agüero (AuCC, 2016)

Information criterion-based channel estimation in OFDM systems with time and frequency offset. - Rodrigo Carvajal; Karen Rivas; Juan C. Agüero (LATINCOM, 2016)

On maximum likelihood estimation of channel impulse response and carrier frequency offset in OFDM systems. - Rodrigo Carvajal; Karen Rivas; Juan C. Agüero (LATINCOM, 2017)

EM-based identification of continuous-time ARMA Models from irregularly sampled data. - Fengwei Chen; Juan C. Agüero; Marion Gilson; Hugues Garnier; Tao Liu 002 (Autom., 2017)

Quadratic Model Predictive Control Including Input Cardinality Constraints. - Ricardo P. Aguilera; Gabriel Urrutia; Ramón A. Delgado; Daniel Dolz; Juan C. Agüero (IEEE Trans. Autom. Control., 2017)

A 2-step algorithm for the estimation of time-varying single particle tracking models using Maximum Likelihood. - Boris I. Godoy; Ye Lin; Juan C. Agüero; Sean B. Andersson (ASCC, 2019)

Decentralized Unified Control for Inverter-Based AC Microgrids Subject to Voltage Constraints. - Ricardo Perez-Ibacache; Amirnaser Yazdani; César A. Silva; Juan C. Agüero (IEEE Access, 2019)

On Recursive State Estimation for Linear State-Space Models Having Quantized Output Data. - Angel L. Cedeño; Ricardo Albornoz; Boris I. Godoy; Rodrigo Carvajal; Juan C. Agüero (CoRR, 2021)

A Two-Filter Approach for State Estimation Utilizing Quantized Output Data. - Angel L. Cedeño; Ricardo Albornoz; Rodrigo Carvajal; Boris I. Godoy; Juan C. Agüero (Sensors, 2021)

Disturbance Modelling for Minimum Variance Control in Adaptive Optics Systems Using Wavefront Sensor Sampled-Data. - María Coronel; Rodrigo Carvajal; Pedro Escárate; Juan C. Agüero (Sensors, 2021)

On the Uncertainty Identification for Linear Dynamic Systems Using Stochastic Embedding Approach with Gaussian Mixture Models. - Rafael Orellana; Rodrigo Carvajal; Pedro Escárate; Juan C. Agüero (Sensors, 2021)

Maximum Likelihood estimation for non-minimum-phase noise transfer function with Gaussian mixture noise distribution. - Rafael Orellana; Gustavo Bittner; Rodrigo Carvajal; Juan C. Agüero (Autom., 2022)

Finite Impulse Response Errors-in-Variables System Identification Utilizing Approximated Likelihood and Gaussian Mixture Models. - Angel L. Cedeño; Rafael Orellana; Rodrigo Carvajal; Boris I. Godoy; Juan C. Agüero (IEEE Access, 2023)

An EM Algorithm for Lebesgue-sampled State-space Continuous-time System Identification. - Rodrigo A. González; Angel L. Cedeño; María Coronel; Juan C. Agüero; Cristian R. Rojas (CoRR, 2023)

An Optimal Integral Controller for Adaptive Optics Systems. - Pedro Escárate; María Coronel; Rodrigo Carvajal; Juan C. Agüero (Sensors, 2023)

DNN-based Long Prediction Horizon Finite Control Set MPC with Switching Effort Penalization. - Ignacio A. Acosta; Angel L. Cedeño; Gonzalo Carvajal; Juan C. Agüero; César A. Silva (IECON, 2024)

Maximum Likelihood Estimation for an SAG Mill Model Utilizing Physical Available Measurements. - Angel L. Cedeño; María Coronel; Rafael Orellana; Patricio Varas; Rodrigo Carvajal; Boris I. Godoy; Juan C. Agüero (IEEE Access, 2024)

Identification of Wiener state-space models utilizing Gaussian sum smoothing. - Angel L. Cedeño; Rodrigo A. González; Rodrigo Carvajal; Juan C. Agüero (Autom., 2024)

The Quadrature Gaussian Sum Filter and Smoother for Wiener Systems. - Angel L. Cedeño; Rodrigo A. González; Juan C. Agüero (CoRR, 2025)