A pseudo-spectrum based characterization of the robust strong H-infinity norm of time-delay systems with real-valued and structured uncertainties. (24th November 2020)

• Record Type: Journal Article
• Authors: Appeltans, Pieter; Michiels, Wim
• Is Part Of: IMA journal of mathematical control and information. Volume 38:Number 1(2021)
• Page Start: 267
• Page End: 296
• Publication Date: 2020-11-24
• Subjects: time-delay systems -- H-infinity norm -- distance to instability -- pseudo-spectrum -- uncertain systems; Control theory -- Periodicals; 629.831205
• DOI: 10.1093/imamci/dnaa030
• Languages: English
• ISSNs: 0265-0754

Abstract

Abstract: This paper provides a mathematical characterization of the robust (strong) H-infinity norm of an uncertain linear time-invariant system with discrete delays in terms of the robust distance to instability of an associated characteristic matrix. The considered class of uncertainties consists of real-valued, structured, Frobenius norm-bounded matrix uncertainties that act on the coefficient matrices. The robust H-infinity norm, defined as the worst-case value of the H-infinity norm over all admissible uncertainty values, is an important measure of robust performance to quantify the worst-case disturbance rejection of an uncertain dynamical system. For the considered system class, this robust H-infinity norm is however a fragile measure, as for a particular instance of the uncertainties, the H-infinity norm might be sensitive to arbitrarily small perturbations on the delays. Therefore, we introduce the robust strong H-infinity norm, inspired by the notion of strong stability of delay differential equations of neutral type, which takes into account both the uncertainties on the system matrices and infinitesimal delay perturbations. This quantity is a continuous function of both the elements of the system matrices and the delays. The main contribution of this work is the introduction of a relation between this robust strong H-infinity norm and the robust distance to instability of an associated characteristic matrix. This relation is subsequently employed in a novel algorithm for computing the robust strong H-infinity norm of uncertain time-delay systems.