Controlled invariant subspace

In control theory, a controlled invariant subspace of the state space representation of some system is a subspace, such that if the system's state is initially in the subspace, it can be controlled so that the state is always in the subspace. This concept was introduced by Giuseppe Basile and Giovanni Marro Template:Harv.

Definition

Consider a linear system described by the differential equation

$\dot{𝐱}(t)=A𝐱(t)+B𝐮(t).$

Here, x(t) ∈ Rⁿ denotes the system's state, and u(t) ∈ R^p is the input. The matrices A and B have sizes n × n and n × p, respectively.

A subspace V ⊂ Rⁿ is a controlled invariant subspace if, for any x(0) ∈ V, there is an input u(t) such that x(t) ∈ V for all nonnegative t.

Properties

A subspace V ⊂ Rⁿ is a controlled invariant subspace if and only if AV ⊂ V + Im B. If V is a controlled invariant subspace, then there exists a matrix K such that the input u(t) = Kx(t) keeps the state within V; this is a simple feedback control Template:Harv.

References

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