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Grzegorz Mzyk, DSc, PhD, Eng
Email: grzegorz.mzyk@pwr.edu.pl
Unit: Faculty of Information and Communication Technology (N) » Department of Control Systems and Mechatronics
Home page
http://staff.iiar.pwr.wroc.pl/grzegorz.mzyk/
Address
Z. Janiszewskiego 11/17, 50-372 Wrocław
building C-3, room 218
phone +48 71 320 3277
Office hours
please see the USOS web system
Research fields
- System identification; pattern recognition; control theory.
Recent papers
2024
- G. Mzyk, Identification of Time-Varying Non-Linear Systems with Adaptive Bootstrap-Based Tracking, Mechanical Systems and Signal Processing, Elsevier, 2024.
- G. Mzyk, G. Maik, Nonparametric Identification of Wiener System with a Subclass of Wide-Sense Cyclostationary Excitations, International Journal of Adaptive Control and Signal Processing, Wiley, 2024.
2023
- G. Maik, G. Mzyk, P. Wachel, Exponential Excitations for Effective Identification of Wiener System, International Journal of Control, Taylor and Francis, 2023.
- P. Mielcarek, G. Mzyk, Recursive Algorithm for Interaction Prediction in Hammerstein System Identification with Simulation Studies, International Journal of Modelling, Identification and Control, vol. 43, No. 2, pp. 134-144, 2023.
2020
- G. Mzyk, P. Wachel, Wiener System Identification by Input Injection Method, International Journal of Adaptive Control and Signal Processing, vol. 34, No. 8, pp. 1-15, Wiley, 2020.
2017
- Mzyk G., Wachel P., Kernel-based identification of Wiener-Hammerstein system, Automatica, No. 83, pp. 275-281, Elsevier, 2017.
2016
- Wachel P., Mzyk G., Direct identification of the linear block in Wiener system, International Journal of Adaptive Control and Signal Processing, vol. 30, No. 1, pp. 93-105, Wiley, 2016.
2015
- Mzyk G., Instrumental Variables for Nonlinearity Recovering in Block-Oriented Systems Driven by Correlated Signals, International Journal of Systems Science, vol. 46, No. 2, pp. 246-254, 2015.
2014
- Mzyk G., Combined Parametric-Nonparametric Identification of Block-Oriented Systems, Lecture Notes in Control and Information Sciences, vol. 454, Springer, 2014.
2013
- G. Mzyk, Nonparametric Instrumental Variables for Identification of Block-Oriented Systems, International Journal of Applied Mathematics and Computer Science, vol. 23, No. 3, pp. 521-537, 2013.
2010
- G. Mzyk, Parametric versus nonparametric approach to Wiener systems identification, in: Block-oriented nonlinear system identification, Chapter 8, pp. 111-125, ed. F. Giri and E. W. Bai, Series: Lecture Notes in Control and Information Sciences, vol. 404, Springer, 2010.
2009
- Mzyk G., Nonlinearity recovering in Hammerstein system from short measurement sequence, IEEE Signal Processing Letters, vol. 16, No. 9, pp. 762-765, September 2009.
- Hasiewicz Z., Mzyk G., Hammerstein system identification by non-parametric instrumental variables, International Journal of Control, vol. 82, No. 3, pp. 440-455, 2009.
2007
- Mzyk G., A censored sample mean approach to nonparametric identification of nonlinearities in Wiener systems, IEEE Transactions on Circuits and Systems II, vol. 54, No. 10, pp. 897-901, 2007.
- G. Mzyk, Generalized kernel regression estimate for Hammerstein system identification, International Journal of Applied Mathematics and Computer Science, vol. 17, No. 2, pp. 101-109, 2007.
2005
- B. Łysakowska, G. Mzyk, Komputerowa symulacja układów automatycznej regulacji
w środowisku MATLAB/Simulink, Oficyna Wydawnicza PWr., 2005.
2004
- Hasiewicz Z, Mzyk G., Combined parametric-nonparametric identification of Hammerstein systems, IEEE Transactions on Automatic Control, vol.49, No. 8, pp. 1370-1375, 2004.
2001
- G. Mzyk, Zastosowanie metody zmiennych instrumentalnych do identyfikacji systemów Hammersteina-Wienera, Miesięcznik: Pomiary Automatyka Kontrola, Nr 7/8 2001.