In this paper, we develop a method to estimate the diffusion coefficients of stochastic differential equations. Our proposal is based on the Zane's (1994) model with some esential modifications. The obtained estimators of the coefficients are strongly consistent. An application is addressed, by way of illustration, for using the proposed method.