Variance results for identification of cascade systems

Automatica

Volumn 45, Issue 6, 2009, Pages 1443-1448

  Wahlberg, Bo ^a   Hjalmarsson, Håkan ^a   Mårtensson, Jonas ^a  

^a ROYAL INSTITUTE OF TECHNOLOGY   (Sweden)

Author keywords

Cascade systems; System identification; Variance analysis

Indexed keywords

ASYMPTOTIC VARIANCES; CASCADE CONTROLS; CASCADE SYSTEMS; COMMON DYNAMICS; ESTIMATED MODELS; FUNDAMENTAL LIMITATIONS; LARGE DATUM; MODEL QUALITIES; OUTPUT SIGNALS; PARAMETER ESTIMATES; PREDICTION ERROR METHODS; STATISTICAL PROPERTIES; SYSTEM IDENTIFICATION; VARIANCE ANALYSIS;

ASYMPTOTIC ANALYSIS; CASCADE CONTROL SYSTEMS; COVARIANCE MATRIX; DYNAMICS;

IDENTIFICATION (CONTROL SYSTEMS);

EID: 67349187410     PISSN: 00051098     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.automatica.2009.01.020     Document Type: Article

References (12)

1. Billings S.A., and Fakhouri S.Y. Identification of systems containing linear dynamic and static nonlinear elements. Automatica 18 1 (1982) 15-26
2. Hsu, K., Vincent, T., & Poolla, K. (2006a). A kernel based approach to structured nonlinear system identification part i: Algorithms. In Proceedings of the 14th IFAC symposium on system identification
3. Hsu, K., Vincent, T., & Poolla, K. (2006b). A kernel based approach to structured nonlinear system identification part ii: Convergence and consistency. In Proceedings of the 14th IFAC symposium on system identification, SYSID 2007
4. Ljung L. System identification-Theory for the user. 2nd ed. (1999), Prentice Hall, Upper Saddle River, NJ
5. Mårtensson, J. (2007). Geometric analysis of stochastic model errors in system identification. Ph.D. thesis. KTH, TRITA-EE 2007:061
6. Mårtensson, J., & Hjalmarsson, H. (2007a). A geometric approach to variance analysis in system identification: Linear time-invariant systems. In 46th IEEE conference on decision and control
7. Mårtensson, J., & Hjalmarsson, H. (2007b). A geometric approach to variance analysis in system identification: Theory and nonlinear systems. In 46th IEEE conference on decision and control
8. Place AnthonyG., and Allen GregoryH. Generalized pole sensitivity analysis due to parameter perturbation. IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing 44 10 (1997)
9. Söderström T., Stoica P., and Friedlander B. An indirect prediction error method for system indentification. Automatica 27 1 (1991) 183-188
10. Wahlberg, B., Hjalmarsson, H., & Mårtensson, J. (2007). On identification of cascade systems. In 17th IFAC world congress
11. Wahlberg B., Jansson M., Matsko T., and Molander M. Experiences from subspace system identification-comments from process industry users and researchers (2007), Springer pp. 315-327
12. Wahlberg, B., Hjalmarsson, H., & Mårtensson, J. (2008). Variance analysis of identification of cascade systems. In Proceedings IEEE conference on decision and control