In our study, we will extract the effect carrier mobility from the measured I-V data of MOSFET devices by applying the least square curve fitting optimization which combining a new theoretical model of inversion layer charge and a physically-based semi-empirical model on carrier mobility. Meanwhile, we will also discuss the dimension effects about the mobilities and the interface characteristic parameters.