 This paper compared several different velocity estimation techniques for use in robotic manipulators. The techniques were evaluated based on their accuracy, tracking performance, and robustness to sensor faults. The results showed that sliding mode observers provided the most accurate and reliable estimates, while also being able to track well even with sensor failures. This article was authored by S. B. Lu, Andrea Giusti, and Mathias Althoff.