Identification of multivariable LPV state space systems by local gradient search

2001 European Control Conference, ECC 2001

Volumn , Issue , 2001, Pages 3675-3680

  Verdult, Vincent ^a   Verhaegen, Michel ^a  

^a UNIVERSITY OF TWENTE   (Netherlands)

Author keywords

identification methods; Identification of nonlinear systems; time varying and periodic systems

Indexed keywords

CONTROL ENGINEERING;

IDENTIFICATION METHOD; LINEAR PARAMETER VARYING; NON-LINEAR OPTIMIZATION PROBLEMS; PARAMETER SPACES; PREDICTION ERROR IDENTIFICATIONS; STATE SPACE SYSTEMS; SUBSPACE IDENTIFICATION METHODS; TIME VARYING;

NONLINEAR PROGRAMMING;

EID: 84947448028     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.23919/ecc.2001.7076505     Document Type: Conference Paper

References (5)

1. T. Coleman, M. A. Branch, and A. Grace. Optimization Toolbox User's Guide, The MathWorks, Natick, Massachusetts, (1999).
2. L. H. Lee. Identification and Robust Control of Linear Parameter-Varying Systems, PhD thesis, University of California at Berkeley, Berkeley, California, (1997).
3. L. H. Lee, K. Poolla. "Identifiability issues for parametervarying and multidimensional linear systems, " in ASME Design Engineering Technical Conferences, Sacramento, California, (1997).
4. J. J. Moré. "The Levenberg-Marquardt algorithm: Implementation and theory, " in Numerical Analysis (G. A. Watson, ed.), vol. 630 of Lecture Notes in Mathematics, Berlin: Springer Verlag, pp. 106-116, (1978).
5. V. Verdult, M. Verhaegen. "Identification of multivariable linear parameter-varying systems based on subspace techniques, " in Proceedings of the 39th IEEE Conference on Decision and Control, Sydney, Australia, (2000).