DocumentCode :
175474
Title :
Robust adaptive observer for fractional order nonlinear systems: An LMI approach
Author :
Chuang Li ; Jingcheng Wang
Author_Institution :
Sch. of Mech. & Electr. Eng., Hainan Univ., Haikou, China
fYear :
2014
fDate :
May 31 2014-June 2 2014
Firstpage :
392
Lastpage :
397
Abstract :
This paper is concerned with the parameter and state estimation problem in the presence of the observer gain perturbations for a class of fractional order nonlinear systems which are linear in the unknown parameters and nonlinear in the states. According to the equivalent frequency distributed model of fractional integrator, the direct Lyapunov approach is adopted to derive a nonlinear adaptive non-fragile observer. The gain for the non-fragile observer is systematically obtained in terms of linear matrix inequality (LMI). A numerical example is provided to illustrate the efficiency and validity of the proposed approach.
Keywords :
Lyapunov methods; adaptive control; linear matrix inequalities; nonlinear control systems; parameter estimation; robust control; state estimation; LMI approach; direct Lyapunov approach; equivalent frequency distributed model; fractional integrator; fractional order nonlinear systems; linear matrix inequality; nonlinear adaptive nonfragile observer; observer gain perturbations; parameter estimation problem; robust adaptive observer; state estimation problem; Differential equations; Mathematical model; Nonlinear systems; Numerical stability; Observers; Stability analysis; Symmetric matrices; LMI; fractional order nonlinear systems; nonlinear observer; unknown parameter;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control and Decision Conference (2014 CCDC), The 26th Chinese
Conference_Location :
Changsha
Print_ISBN :
978-1-4799-3707-3
Type :
conf
DOI :
10.1109/CCDC.2014.6852179
Filename :
6852179
Link To Document :
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