Quadcopter drones can be steered by controlling the speed of the four rotors. However, the relationship between rotor speed and actual flight trajectory of the drone is highly complex which makes specific control algorithms necessary. The topic of this thesis is to explore the behavior of a new control algorithm using a realistic drone simulator.