Title :
An adaptive scheme for delay estimation in fractional order systems
Author :
Rapaic, Milan R. ; Pisano, Alessandro
Author_Institution :
Fac. of Tech. Sci., Univ. of Novi Sad, Novi Sad, Serbia
Abstract :
With reference to linear time invariant fractional-order systems, of both commensurate and non-commensurate type, a novel, gradient-based, procedure for the adaptive estimation of the delay parameter is presented in the current paper. The connections between the proposed delay estimation algorithm and a recently proposed technique for commensurate order estimation are highlighted and discussed. The algorithm is supported by an appropriate Lyapunov-based stability analysis providing sufficient convergence conditions. Simulation examples are presented to show the correct functioning of the scheme.
Keywords :
Lyapunov methods; adaptive estimation; convergence; delay estimation; gradient methods; linear systems; stability; Lyapunov-based stability analysis; adaptive estimation; adaptive scheme; commensurate order estimation; convergence condition; delay estimation algorithm; delay parameter; fractional order systems; gradient-based procedure; linear time invariant fractional-order systems; Convergence; Delay estimation; Estimation; Noise measurement; Parameter estimation; Transfer functions;
Conference_Titel :
Fractional Differentiation and Its Applications (ICFDA), 2014 International Conference on
Conference_Location :
Catania
DOI :
10.1109/ICFDA.2014.6967373