Optimal estimation of a signal perturbed by a mixed fractional Brownian motion

We consider the problem of optimal estimation of the vector parameter $\theta$ of the drift term in a mixed fractional Brownian motion. We obtain the maximum likelihood estimator as well as the Bayesian estimator when the prior distribution is Gaussian.