We study the effect that the injection of a common source of noise has on t
he trajectories of chaotic systems, addressing some contradictory results p
resent in the literature. We present particular examples of one-dimensional
maps and the Lorenz system, both in the chaotic region, and give numerical
evidence showing that the addition of a common noise to different trajecto
ries, which start from different initial conditions, leads eventually to th
eir perfect synchronization. When synchronization occurs, the largest Lyapu
nov exponent becomes negative. For a simple map we are able to show this ph
enomenon analytically. Finally, we analyze the structural stability of the
phenomenon. (C) 2001 American Institute of Physics.