In this paper, a new modification sample scheme on Midzuno [6] sampling scheme is proposed. Such sample scheme is constructed by considering the transformation of auxiliary variable x to x'. Also the first and second inclusion probabilities are determined. Finally, the new scheme is compared with Chaudhry [4] sampling scheme via the expected variances of their estimators.