Simultaneous identification of time-varying parameters and estimation of system states using iterative learning observers

International Journal of Systems Science

Volumn 38, Issue 1, 2007, Pages 39-45

  Chen, Wen ^a   Chowdhury, Fahmida N ^a  

^a University of Louisiana at Lafayette   (United States)

Author keywords

Analysis of convergence; Estimation of system states; Identification of time varying parameters; Iterative learning observer

Indexed keywords

CONVERGENCE OF NUMERICAL METHODS; IDENTIFICATION (CONTROL SYSTEMS); ITERATIVE METHODS; PARAMETER ESTIMATION; SYSTEM STABILITY;

IDENTIFICATION OF TIME-VARYING PARAMETERS; INTEGRATORS; ITERATIVE LEARNING OBSERVER;

TIME VARYING CONTROL SYSTEMS;

EID: 33845778552     PISSN: 00207721     EISSN: 14645319     Source Type: Journal    
DOI: 10.1080/00207720601042934     Document Type: Article

References (13)

1. G. Bastin and M.R. Gevers, "Stable adaptive observers for nonlinear time-varying systems", IEEE Trans. Automat. Contr., 33, pp. 650-658, 1988.
2. R.L. Caroll and D.P. Lindorff, "An adaptive observer for single-input, single-output linear systems", IEEE Trans. Automat. Contr., 18, pp. 428-435, 1973.
3. W. Chen and M. Saif, "An iterative learning observer-based approach to fault detection and accommodation in nonlinear systems", in Proceedings of 40th Conference Decision Control, Orlando, USA, 2001, pp. 4469-4474.
4. W. Chen and M. Saif, "Robust fault diagnosis in time-delay nonlinear systems via an ILO with application to automotive engine", in Processings of IFAC Congress, Barcelona, Spain, 2002.
5. B. Friedland, "A nonlinear observer for estimating parameters in dynamic systems", Automatica, 33, pp. 1525-1530, 1997.
6. P.A. Ioannou and P.V. Kokotovic, "An asymptotic error analysis of identifiers and adaptive observers in the presence of parasitics", IEEE Trans. Automat. Contr., 27, pp. 921-927, 1982.
7. G. Kreisselmeier, "Adaptive observers with exponential rate of convergence", IEEE Trans. Automat. Contr., 22, pp. 2-8, 1977.
8. D.G. Luenberger, "Observers for multivaribale systems", IEEE Trans. Automat. Contr., 11, pp. 190-197, 1966.
9. G. Luders and K.S. Narendra, "An adaptive observer and identifier for a linear system", IEEE Trans. Automat. Contr., 18, pp. 496-499, 1973.
10. R. Marino, G.L. Santosuosso and P. Tomei, "Robust adaptive observers for nonlinear systems with bounded disturbances", IEEE Trans. Automat. Contr., 46, pp. 967-972, 2001.
11. E. Rimon and K.S. Narendra, "A new adaptive estimator for linear systems", IEEE Trans. Automat. Contr., 37, pp. 410-412, 1992.
12. Q. Zhang, "Adaptive observer for multiple-input-multiple-output linear time-varying systems", IEEE Trans. Automat. Contr., 47, pp. 525-529, 2002.
13. Y. Zhang and J. Jiang, "Fault tolerant control system design with explicit consideration of performance degradation", IEEE Trans. Aerospace Electron. Syst., 39, pp. 838-848, 2003.