Skip navigation
Skip navigation

Persistence of Excitation, RBF Approximation and Periodic Orbits

Wang, Cong; Hill, David

Description

Satisfying the persistence of excitation (PE) condition is an important and yet challenging problem in system identification and adaptive control. In this paper, it is shown that a regressor vector consisted of radial basis functions can satisfy the PE condition. Specifically, for radial basis function networks (RBFN) constructed on a regular lattice, any periodic orbit that stays within the regular lattice can lead to the satisfaction of a partial PE condition. The significance of this result...[Show more]

CollectionsANU Research Publications
Date published: 2005
Type: Conference paper
URI: http://hdl.handle.net/1885/83930
Source: Proceedings of the 2005 International Conference on Control and Automation

Download

There are no files associated with this item.


Items in Open Research are protected by copyright, with all rights reserved, unless otherwise indicated.

Updated:  20 July 2017/ Responsible Officer:  University Librarian/ Page Contact:  Library Systems & Web Coordinator