On the usefulness of persistent excitation in ARX adaptive tracking - Inria - Institut national de recherche en sciences et technologies du numérique Access content directly
Journal Articles International Journal of Control Year : 2010

On the usefulness of persistent excitation in ARX adaptive tracking

Abstract

The usefulness of persistent excitation is well-known in the control community. Thanks to a persistently excited adaptive tracking control, we show that it is possible to avoid the strong controllability assumption recently proposed in the multidimensional ARX framework. We establish the almost sure convergence for both least squares and weighted least squares estimators of the unknown parameters. A central limit theorem and a law of iterated logarithm are also provided. All this asymptotical analysis is related to the Schur complement of a suitable limiting matrix.

Dates and versions

hal-00386177 , version 1 (20-05-2009)

Identifiers

Cite

Bernard Bercu, Victor Vazquez. On the usefulness of persistent excitation in ARX adaptive tracking. International Journal of Control, 2010, 83 (6), pp.1145-1154. ⟨10.1080/00207171003642188⟩. ⟨hal-00386177⟩
96 View
0 Download

Altmetric

Share

Gmail Facebook X LinkedIn More