A new perspective on Willems' fundamental lemma: Universality of persistently exciting inputs

Amir Shakouri, Henk J. van Waarde, M. Kanat Camlibel

In this letter, we provide new insight into Willems et al.'s fundamental lemma by studying the concept of universal inputs. An input is called universal if, when applied to any con…