This paper demonstrates the implementability of a linear parameter varying control scheme which aims to prevent actuator saturation. The control scheme is based on a model reference sliding mode controller with control allocation. To prevent saturation the reference model is optimised online through a computationally-light bisection-like algorithm which aims to give the best performance possible within actuator constraints. The scheme’s efficacy is demonstrated via implementation and flight tests of a Parrot rolling spider mini-drone.