In this paper, we consider the problem of parameter estimation for Ornstein-Uhlenbeck processes with small fractional Lévy noises, based on discrete observations at n regularly spaced time points t i = i/n, i = 1, . . . , n on [0, 1]. Least squares method is used to obtain an estimator of the drift parameter. The consistency and the asymptotic distribution of the estimator have been established.