Necessary Conditions for Robust Stability of Linear Systems∗

In this paper we consider parameterized Lyapunov inequalities arising in robust stability analysis of linear systems with structured uncertainty. A necessary condition of their feasibility is presented. This condition is based on an optimization method developed by the author. Its properties include being reasonably easy to check, and its coverage being adjustable via the algorithm’s settings.