Visible to the public Extremal Storage Functions and Minimal Realizations of Discrete-time Linear Switching SystemsConflict Detection Enabled

TitleExtremal Storage Functions and Minimal Realizations of Discrete-time Linear Switching Systems
Publication TypeConference Paper
Year of Publication2016
AuthorsMatthew Philippe, Universite Catholique de Louvain, Ray Essick, University of Illinois at Urbana-Champaig, Geir Dullerud, University of Illinois at Urbana-Champaign, Raphael M. Jungers, Unveristy of Illinois at Urbana-Champaign
Conference Name55th Conference on Decision and Control (CDC 2016)
Date Published12/2016
Conference LocationLas Vegas, NV
KeywordsNSA, NSA SoS Lablets Materials, science of security, Static-Dynamic Analysis of Security Metrics for Cyber-Physical Systems
Abstract

We study the Lp induced gain of discretetime linear switching systems with graph-constrained switching sequences. We first prove that, for stable systems in a minimal realization, for every p 1, the Lp-gain is exactly characterized through switching storage functions. These functions are shown to be the pth power of a norm. In order to consider general systems, we provide an algorithm for computing minimal realizations. These realizations are rectangular systems, with a state dimension that varies according to the mode of the system. We apply our tools to the study on the of L2-gain. We provide algorithms for its approximation, and provide a converse result for the existence of quadratic switching storage functions. We finally illustrate the results with a physically motivated example.

URLhttp://publish.illinois.edu/science-of-security-lablet/files/2014/05/Extremal-Storage-Functions-and-...
Citation Keynode-31631