The Optimal Generalized Predictive Control (OGPC) algorithm is studied. The attitude of Unmanned Aerial Vehicle (UAV) is dived into two loops of fast and slow, OGPC is used respectively in the design of the two loops, and a simulation analysis is carried out. The results show that the UAV attitude control law based on OGPC has good control performance.