  We study the canonical orbit category of the bounded derived category of
finite dimensional representations of the quiver of type $D_{\infty}$. We prove
that this orbit category is a cluster category, that is, its cluster-tilting
subcategories form a cluster structure as defined in [\ref{BIRS}].
