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In this paper, we present a scheme for constructing density functions for systems that are almost globally asymptotically stable (i.e., systems for which all trajectories converge to an equilibrium except for a set of measure zero) using navigation functions (NFs). Although recently proven converse theorems guarantee the existence of density functions for such systems, such results are only existential and the construction of a density function for almost globally asymptotically stable systems remains a challenging task. We show that for a specific class of dynamical systems that are defined based on an NF, a density function can be easily derived from the system’s underlying NF.
Almost gas systems, density functions, dual Lyapunov techniques, navigation functions (NFs)
Savvas G. Loizou and Ali Jadbabaie, "Density Functions for Navigation-Function-Based Systems", . March 2008.
Date Posted: 09 April 2008
This document has been peer reviewed.