The notion of input-to-state stability (ISS) is now recognized as a central
concept in nonlinear systems analysis. It provides a nonlinear generalizat
ion of finite gains with respect to supremum norms and also of finite L-2 g
ains. It plays a central role in recursive design, coprime factorizations,
controllers for nonminimum phase systems, and many other areas. In this pap
er, a newer notion, that of integral input-to-state stability (iISS), is st
udied. The notion of iISS generalizes the concept of finite gain when using
an integral norm on inputs but supremum norms of states, in that sense gen
eralizing the linear "H-2" theory. It allows one to quantify sensitivity ev
en in the presence of certain forms of nonlinear resonance. We obtain here
several necessary and sufficient characterizations of the iISS property, ex
pressed in terms of dissipation inequalities and other alternative and nont
rivial characterizations. These characterizations serve to show that integr
al input-to-state stability is a most natural concept, one that might event
ually play a role at least comparable to, if not even more important than,
ISS.