Exponential inequalities for the distribution tails of canonical U- and V-statistics of $\rho$-mixing observations

The Hoeffding-type-inequalities are obtained for the distribution tails of canonical (degenerate) U- and V-statistics of an arbitrary order based on samples from a stationary sequence of observations satisfying $\rho$-mixing.