In this paper we solve the basic fractional
analogue of the classical linear-quadratic Gaussian
regulator problem in continuous time. For a completely
observable controlled linear system driven by a fractional
Brownian motion, we describe explicitely the optimal control
policy which minimizes a quadratic performance criterion.