Title :
Comparison of sixteen continuous-time system identification methods with the contsid toolbox
Author :
Mensler, M. ; Gamier, H. ; Richard, A. ; Sibille, P.
Author_Institution :
Centre de Rech. en Autom. de Nancy (CRAN), Univ. Henri Poincare, Vandceuvre-lès-Nancy, France
fDate :
Aug. 31 1999-Sept. 3 1999
Abstract :
The performances of sixteen equation error methods for continuous-time system identification are compared through a simulation example with the CONTSID toolbox. The influence of the sampling period, the type of input signal (piece-wise constant or band-limited) and the noise (level and type: white/colored) is studied. The methods are then classed according to quantitative and qualitative criteria.
Keywords :
continuous time systems; error analysis; linear systems; sampling methods; CONTSID toolbox; continuous-time system identification methods; equation error methods; sampling period; Computational modeling; Estimation; Mathematical model; Monte Carlo methods; Noise; Polynomials; Stability analysis; Comparison; Continuous-time model; Identification; Linear system;
Conference_Titel :
Control Conference (ECC), 1999 European
Conference_Location :
Karlsruhe
Print_ISBN :
978-3-9524173-5-5
