We propose a method to control noise-induced motion, based on using delayed
feedback in the form of the difference between the delayed and the current states of
the system. The method is applied to two different types of systems, namely, a selfoscillator
near Andronov-Hopf bifurcation and a threshold system. In both cases we
demonstrate that by variation of time delay one can effectively control coherence
and timescales of stochastic oscillations. The entrainment of the basic period of
oscillations by time delay is discovered. We give explanations of the phenomena
observed and provide a theory for the system near bifurcation.