An algebraic framework for linear identification
ESAIM: Control, Optimisation and Calculus of Variations, Tome 9 (2003), pp. 151-168

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A closed loop parametrical identification procedure for continuous-time constant linear systems is introduced. This approach which exhibits good robustness properties with respect to a large variety of additive perturbations is based on the following mathematical tools: (1) module theory; (2) differential algebra; (3) operational calculus. Several concrete case-studies with computer simulations demonstrate the efficiency of our on-line identification scheme.

DOI : 10.1051/cocv:2003008
Classification : 93B30, 93B35, 93C05, 93C73, 93C95, 12H05, 13C05, 44A40
Keywords: linear systems, identifiability, parametric identification, adaptive control, generalised proportional-integral controllers, module theory, differential algebra, operational calculus

Fliess, Michel  ; Sira-Ramírez, Hebertt 1

1 Departamento Ingeniería Electrica, CINVESTAV-IPN, Av. IPN 2508, Col. San Pedro Zacatenco, A.P. 14740, México DF, Mexique
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Fliess, Michel; Sira-Ramírez, Hebertt. An algebraic framework for linear identification. ESAIM: Control, Optimisation and Calculus of Variations, Tome 9 (2003), pp. 151-168. doi: 10.1051/cocv:2003008

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