Consider a LTVC system {xĖ(t)=A(t)x(t)+B(t)u(t)x(t0ā)=x0āāwith controllability gramian W. The subspace Image(W(t0ā,t1ā)) is called the controllable subspace for the pair (t0ā,t1ā).
A LTVC system {xĖ(t)=A(t)x(t)+B(t)u(t)x(t0ā)=x0āāRnāis said to be controllable for the pair (t0ā,t1ā) if the controllable subspace is the entire state space. i.e.Ā Image(W(t0ā,t1ā))=Rn
Consider dtdxā=Ax(t)+Bu(t)The pair (A,B) is said to be controllable if for any x(0)=x0āāRn and xfāāRn, there exists T<ā and a control input {usā,0ā¤sā¤T} so that xTā=xfā.
So in other words, our system is controllable if it can be manipulated to be in any state in euclidean space.