Abstract: In this paper, a method for compensating the bias which results from the LS estimation of the model A（z-1）y（k） = B（z-1）u（k） + （z-1）e（k） is developed At the same time, simulation result shows that we can get a better result by using GLS technique with initial value which is the compensated estimate