Finite-time adaptive observers for a class of nonlinear systems and its application to robot systems | IEEE Conference Publication | IEEE Xplore

Finite-time adaptive observers for a class of nonlinear systems and its application to robot systems


Abstract:

In this paper, we design adaptive observers for nonlinear systems in adaptive observer forms. These observers achieve not only asymptotical but also finite-time convergen...Show More

Abstract:

In this paper, we design adaptive observers for nonlinear systems in adaptive observer forms. These observers achieve not only asymptotical but also finite-time convergence in the observation of the state variables as well as the adaptation of the unknown parameters, under the normal persistence excitation condition. Proofs of the convergence are given by the local finite-time stability and by introducing high gains to dominate the unknown parameters. The design methods are applied for a robot manipulator. Simulation results show effectiveness of our new methods.
Date of Conference: 05-10 December 2014
Date Added to IEEE Xplore: 23 April 2015
Electronic ISBN:978-1-4799-7397-2
Conference Location: Bali, Indonesia

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