Abstract: In this paper, PD-like visual servoing is modified in two ways: a sliding-mode observer is applied to estimate the joint velocities, and a RBF neural network is used to compensate the unknown gravity and friction. Based on Lyapunov method and input--to-state stability theory, we prove that PD-like visual servoing with the sliding mode observer and the neuro compensator is robust stabl...

In this thesis the potential of visual servoing techniques for vertical take-off and landing (VTOL) UAV platforms is explored. An overview of UAV applications and state-of-theart quadrotors is provided, backed up by the necessary theoretical background. Visual servoing based solutions of the important flight tasks (such as vertical take-off and landing, obstacle avoidance and attitude estimatio...