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2018 22nd International Conference on System Theory, Control and Computing, ICSTCC 2018 - Proceedings(1)
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scopus(11)
Connections between incremental and continuous-time EM algorithm for state space identification
Conference ObjectAbstract: The EM algorithm has been successfully applied to obtain maximum likelihood estimates for state-spacPalabras claves:EM algorithm, Incremental models, Maximum likelihood, Sampled data, State-space identificationAutores:Alfaro J.A., Goodwin G.C., Juan C. Agüero, Yuz J.I.Fuentes:scopusConstrained maximum likelihood estimation for state space sampled-data models
Conference ObjectAbstract: The Expectation-Maximization algorithm is applied in this paper to estimate state-space sampled-dataPalabras claves:Constraints, Expectation-maximization, linear matrix inequalities, Maximum likelihood, system identificationAutores:Avila F., Donaire A., Juan C. Agüero, Yuz J.I.Fuentes:scopusAn EM-based identification algorithm for a class of hybrid systems with application to power electronics
ArticleAbstract: In this paper we present an identification algorithm for a class of continuous-time hybrid systems.Palabras claves:Maximum likelihood, power conversion, system identificationAutores:Aguilera R.P., Godoy B.I., Goodwin G.C., Juan C. Agüero, Yuz J.I.Fuentes:scopusEM-based ML channel estimation in OFDM systems with phase distortion using RB-EKF
Conference ObjectAbstract: In this paper we address the joint estimation of the channel impulse response in orthogonal frequencPalabras claves:Autores:Carvajal R., Creixell W., Godoy B.I., Juan C. Agüero, Yuz J.I.Fuentes:scopusEM-based identification of sparse FIR systems having quantized data
Conference ObjectAbstract: In this paper, we explore the identification of sparse FIR systems having quantized output data. OurPalabras claves:EM algorithm, Quantized estimation, regularization, Sparse optimizationAutores:Carvajal R., Godoy B.I., Goodwin G.C., Juan C. Agüero, Yuz J.I.Fuentes:scopusFrequency domain interpretation of the Smith predictor
Conference ObjectAbstract: Dealing with the control design problem for a given system, the presence of pure time-delays in thePalabras claves:Autores:Pedro Albertos, Yuz J.I.Fuentes:scopusIdentification of state-space systems using a dual time-frequency domain approach
Conference ObjectAbstract: In this paper we obtain the maximum likelihood estimate of the parameters of discrete-time state-spaPalabras claves:Autores:Goodwin G.C., Juan C. Agüero, Tang W., Yuz J.I.Fuentes:scopusTime Delay Compensation in the Frequency Domain
Conference ObjectAbstract: It is well-known that the design of the control for a given plant becomes more difficult if there arPalabras claves:Autores:Pedro Albertos, Yuz J.I.Fuentes:scopusTrajectory Control in Non-Minimum Phase Plants
Conference ObjectAbstract: Non-minimum phase plants are always difficult to control. Recently, the so-called Linear Algebra BasPalabras claves:Linear Algebra Based control, nonminimum phase plants, zero dynamicsAutores:Gustavo Juan Eduardo Scaglia, Pedro Albertos, Wei C., Yuz J.I.Fuentes:scopusTube-based nonlinear model predictive control for autonomous skid-steer mobile robots with tire–terrain interactions
ArticleAbstract: This work addresses the problem of robust tracking control for skid-steer mobile platforms, using tuPalabras claves:Autonomous industrial machinery, Robust pbkp_redictive control, Tire slip dynamics, tire–terrain interaction, Trajectory trackingAutores:Álvaro Javier Prado, Cheein F.A.A., Torres-Torriti M., Yuz J.I.Fuentes:scopus