Abstract: An iterative linear transceiver design scheme under Sum Mean Squared Error (SMSE) minimization criterion is proposed. By modifying the structure of transceiver, the complex computation of Lagrangian multiplier within traditional MMSE transceiver design can be effectively obviated, and thus the whole system complexity can be greatly reduced. Because the Lagrangian multiplier has analytical solution, transmit precoding matrix also has closed-form solution, and can be solved easily with fixed-point iterations. The receiver filter is worked out independently with MMSE criterion at each terminal, and the downlink signaling of each receiver filter from basestation is not necessary. Simulations demonstrate that the proposed scheme is effective.