Approximating uncertainty representations using the v-GAP metric

Abstract

We define a distance between two uncertain LTI systems which provides an upper bound on the difference in worst case robust performance when the same feedback controller is used with each system. We also suggest ways of using this measure to approximate complex uncertainty descriptions with simpler ones, with a view to simplifying any subsequent robust control design step.