  We devise a simplified parameter estimator for a second order stochastic
differential equation by a first order system based on the Smoluchowski-Kramers
approximation. We establish the consistency of the estimator by using
{\Gamma}-convergence theory. We further illus- trate our estimation method by
an experimentally studied movement model of a colloidal particle immersed in
water under conservative force and constant diffusion.
