A distributed predictive control method is proposed for multi-robot systems under virtual structure to deal with the cooperative formation control problem. Compared with the existing formation control methods, the proposed algorithm can make the robot team keep a expected formation more stable. By combining the transformation matrix and virtual structure, the flexible of formation structure can be improved, which effectively extends its application range. Finally, the proposed control algorithm is compared with the existing formation control method to verify its effectiveness.