On global identifiability for arbitrary model parametrizations

Automatica

Volumn 30, Issue 2, 1994, Pages 265-276

  Ljung, Lennart ^a   Glad, Torkel ^a  

^a LINKÖPING UNIVERSITY   (Sweden)

Author keywords

Differential algebra; excitation condition; global identifiability; nonlinear systems

Indexed keywords

ALGEBRA; ALGORITHMS; COMPUTATION THEORY; EQUIVALENCE CLASSES; MATHEMATICAL MODELS; NONLINEAR CONTROL SYSTEMS; PARAMETER ESTIMATION; REGRESSION ANALYSIS; TRANSFER FUNCTIONS;

ARBITRARY MODEL PARAMETRIZATION; COMPUTER ALGEBRA; DIFFERENTIAL ALGEBRA; EXCITATION CONDITION; GLOBAL IDENTIFIABILITY; LINEAR REGRESSION;

IDENTIFICATION (CONTROL SYSTEMS);

EID: 0028375708     PISSN: 00051098     EISSN: None     Source Type: Journal    
DOI: 10.1016/0005-1098(94)90029-9     Document Type: Article

References (25)

1. On structural identifiability
2. Global identifiability of non-linear systems with specified inputs: a comparison of methods
3. Identifiability of scalar linearly parametrized polynomial systems
4. Nonlinear observability, identifiability and persistent trajectories
5. Quelques définitions de la théorie des systèmes à la lumière des corps différentials
6. Quelques remarques sur le observateurs non linearies
7. Automatique et corps différentiels
8. Differential algebraic modeling of nonlinear systems
9. Model structure identifiability and persistence of excitation
10. Parametrization of nonlinear model structures as linear regressions
11. An algorithmic differential algebraic approach to identifiability of nonlinear systems
12. Nonlinear state space and input-output descriptions using differential polynomials
13. Differential algebraic modelling of nonlinear systems
14. Implementing Ritt's algorithm of differential algebra
15. Extensions of differential fields
16. Testing global identifiability for arbitrary model parametrization
17. Identifiability and distinguishability testing via computer algebra
18. Qualitative and quantitative experiment design for phenomenological models—a survey