In this thesis the control and trajectory generation problem for quadrotors is addressed by first analysing the available alternatives and then proposing a novel Model Predictive Controller with tracking error feedback that allows for real-time trajectory update and control, as well as obstacle avoidance strategies. Results on simulation are compared at last.