Title :
Comparison of identification techniques for fractional models
Author :
Jalloul, Abdelhamid ; Jelassi, Khaled ; Melchior, Pierre ; Trigeassou, Jean-Claude
Author_Institution :
Lab. des Syst. Electriques (LSE), Ecole Nat. d´´Ing. de Tunis, Tunis, Tunisia
Abstract :
A comparative study of methods for fractional system identification is presented in this paper. The fractional system is modeled by the help of a non integer integrator which is approximated by a J+1 dimensional modal system composed of an integrator and first order systems. This identification method is compared to other techniques available in the Matlab toolbox. The model parameters are estimated by an output-error technique using a non linear iterative optimization algorithm. Numerical simulations show the performance of the modal approach for modeling and identification.
Keywords :
identification; integration; iterative methods; nonlinear programming; J+1 dimensional modal system; Matlab toolbox; fractional models; fractional system identification techniques; noninteger integrator; nonlinear iterative optimization algorithm; numerical simulations; output-error technique; Biological system modeling; Estimation; Frequency domain analysis; Mathematical model; Numerical models; Optimization; Sensitivity; Fractional systems; fractional integrator; non integer identification; output error identification;
Conference_Titel :
Systems, Signals and Devices (SSD), 2011 8th International Multi-Conference on
Conference_Location :
Sousse
Print_ISBN :
978-1-4577-0413-0
DOI :
10.1109/SSD.2011.5767364