In this paper, we study normal deviation, an estimate of fluctuations between a coupled system and its averaged system, of synchronization by a stochastic coupled system with multiplicative noise. We first establish the equivalence relation to transform the coupled system into a multi-scale system. And then we obtain the normal deviation of the multi-scale system with a fixed initial value by using the martingale approach.
AMS Mathematics Subject Classification (2010): 60F05