Actually, noise is signal that you don't want. One might measure noise _amplitude_ as standard deviation, but one would measure noise _power_ (which makes more sense in a lot of ways) as variance.
But my real point is that unless you know what signal you want and what signal you don't, you are clueless as to what you can call noise and what you can call signal.