The underactuated quadrotor unmanned aerial vehicle (UAV) is one of the nonlinear systems that have few actuators as compared to degree freedom (DOF); thus, it a strenuous task stabilize its attitude and positions. Moreover, an induction unmodelled dynamic factors uncertainties make more difficult control maneuverability. In this paper, model-free based single-dimension fuzzy sliding mode (MFSD...