  This article proposes a co-variance operator for Banach valued random
elements using the concept of $U$-statistic. We then study the asymptotic
distribution of the proposed co-variance operator along with related large
sample properties. Moreover, specifically for Hilbert space valued random
elements, the asymptotic distribution of the proposed estimator is derived even
for dependent data under some mixing conditions.
