This work proposes three robust mechanisms based on the MIT rule and sliding-mode techniques. These have to tune gains of an adaptive Proportional-Derivative controller steer a quadrotor in predefined trajectory. The structure is model reference control (MRAC). proposed achieve objective (trajectory tracking) are rule, with sliding mode (MIT-SM), twisting (MIT-Twisting), high order (MIT-HOSM).