When is a Parameterized Controller Suitable for Adaptive Control?
Optimization and Control
2014-06-02 v1 Systems and Control
Abstract
In this paper we investigate when a parameterized controller, designed for a plant depending on unknown parameters, admits a realization which is independent of the parameters. It is argued that adaptation is unnecessary for this class of parameterized controllers. We prove that standard model reference controllers (state and output--feedback) for linear time invariant systems with a filter at the plant input admit a parameter independent realization. Although the addition of such a filter is of questionable interest, our result formally, and unquestionably, establishes the deleterious effect of such a modification, which has been widely publicized in the control literature under the name L1-adaptive control.
Keywords
Cite
@article{arxiv.1405.7921,
title = {When is a Parameterized Controller Suitable for Adaptive Control?},
author = {Romeo Ortega and Elena Panteley},
journal= {arXiv preprint arXiv:1405.7921},
year = {2014}
}