In this paper, a novel direct self-repairing controller via fault observer is designed, which addresses tracking control and convergence rate problem of UAV. Firstly, a nonlinear fault observer is designed to diagnose the UAV's fault. Secondly, a novel method based on the newly fast terminal sliding mode is designed. An adaptive approach is adopted to estimate upper bound of the fault. Finally, several numerical simulation results have shown the satisfactory control performance.