A1 Refereed original research article in a scientific journal

High-Order S-Lemma with Application to Stability of a Class of Switched Nonlinear Systems




AuthorsKuize Zhang, Lijun Zhang, Fuchun Sun

PublisherSIAM PUBLICATIONS

Publishing placePHILADELPHIA; 3600 UNIV CITY SCIENCE CENTER, PHILADELPHIA, PA 19104-2688 USA

Publication year2014

JournalSIAM Journal on Control and Optimization

Journal name in sourceSiam Journal on Control and Optimization

Journal acronymSIAM J.Control Optim.

Volume52

Issue1

First page 120

Last page142

Number of pages23

ISSN0363-0129

DOIhttps://doi.org/10.1137/120861114


Abstract

This paper extends some results on the S-Lemma proposed by Yakubovich and uses the improved results to investigate the asymptotic stability of a class of switched nonlinear systems. First, the strict S-Lemma is extended from quadratic forms to homogeneous functions with respect to any dilation, where the improved S-Lemma is named the strict homogeneous S-Lemma (SHS-Lemma). In detail, this paper indicates that the strict S-Lemma does not necessarily hold for homogeneous functions that are not quadratic forms, and proposes a necessary and sufficient condition under which the SHS-Lemma holds. It is well known that a switched linear system with two subsystems admits a Lyapunov function with homogeneous derivative (LFHD) if and only if it has a convex combination of the vector fields of its two subsystems that admits a LFHD. In this paper, it is shown that this conclusion does not necessarily hold for a general switched nonlinear system with two subsystems, and gives a necessary and sufficient condition under which the conclusion holds for a general switched nonlinear system with two subsystems. It is also shown that for a switched nonlinear system with three or more subsystems, the "if" part holds, but the "only if" part may not. Lastly, the S-Lemma is extended from quadratic polynomials to polynomials of degree more than 2 under some mild conditions, and the improved results are called the homogeneous S-Lemma (HS-Lemma) and the nonhomogeneous S-Lemma (NHS-Lemma), respectively. In addition, some examples and counterexamples are given to illustrate the main results.




Last updated on 2024-26-11 at 14:25