Novel data filtering based parameter identification for multiple-input multiple-output systems using the auxiliary model

Automatica

Volumn 71, Issue , 2016, Pages 308-313

  Wang, Yanjiao ^a   Ding, Feng ^a  

^a JIANGNAN UNIVERSITY   (China)

Author keywords

Auxiliary model; Hierarchical identification; Least squares; MIMO system; Recursive identification

Indexed keywords

ALGORITHMS; CODES (SYMBOLS); COMMUNICATION CHANNELS (INFORMATION THEORY); FEEDBACK CONTROL; PARAMETER ESTIMATION; TELECOMMUNICATION REPEATERS;

AUXILIARY MODELING; HIERARCHICAL IDENTIFICATION; IDENTIFICATION PROBLEM; LEAST SQUARE; MULTIPLE INPUT MULTIPLE OUTPUT SYSTEM; MULTIVARIABLE IDENTIFICATIONS; RECURSIVE IDENTIFICATION; RECURSIVE LEAST SQUARE (RLS);

MIMO SYSTEMS;

EID: 84973875442     PISSN: 00051098     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.automatica.2016.05.024     Document Type: Article

References (12)

1. F. Ding, and T. Chen Hierarchical gradient-based identification of multivariable discrete-time systems Automatica 41 2 2005 315 325
2. F. Ding, and Y. Gu Performance analysis of the auxiliary model based least squares identification algorithm for one-step state delay systems International Journal of Computer Mathematics 89 15 2012 2019 2028
3. G.C. Goodwin, and K.S. Sin Adaptive filtering prediction and control 1984 Prentice Hall Englewood Cliffs, New Jersey
4. S. Li, Y. Zhu, and B.W. Dickinson A comparison of two linear methods of estimating the parameters of ARMA models IEEE Transactions on Automatic Control 34 8 1989 915 917
5. L. Ljung System identification: theory for the user 2nd ed. 1999 Prentice Hall Englewood Cliffs, New Jersey
6. G. Mercèrea, and L. Bako Parameterization and identification of multivariable state-space systems: A canonical approach Automatica 47 8 2011 1547 1555
7. S.M. Qaisar, L. Fesquet, and M. Renaudin Adaptive rate filtering a computationally efficient signal processing approach Signal Processing 94 2014 620 630
8. Y.J. Wang, and F. Ding The auxiliary model based hierarchical gradient algorithms and convergence analysis using the filtering technique Signal Processing 128 2016 212 221
9. Y.J. Wang, and F. Ding The filtering based iterative identification for multivariable systems IET Control Theory & Applications 10 8 2016 894 902
10. D.Q. Wang, F. Ding, and D.Q. Zhu Data filtering based least squares algorithms for multivariable CARAR-like systems International Journal of Control, Automation and Systems 11 4 2013 711 717
11. Y.J. Wang, L. Xu, and F. Ding Data filtering based parameter estimation algorithms for multivariable Box-Jenkins-like systems IFAC-PapersOnLine 48 8 2015 849 852
12. H. Zhang, Y. Shi, and M.A. Saadat Robust static output feedback control and remote PID design for networked motor systems IEEE Transactions on Industrial Electronics 58 12 2011 5396 5405