Based on the transformation of Euler angles, an indirect adaptive control scheme for post-boost vehicles using multiple models and switching is obtained, which can detect the abrupt change of inertia effectively and then switch to the current best controller. Theoretical analysis demonstrates that the overall control system is globally asymptotically stable. A numerical simulation is employed to illustrate the effectiveness of the proposed scheme.