I. Introduction
By invoking Krasovskii—LaSalle's theorem, Takegaki and Arimoto [1] considered an energy Lyapunov function consisting of the total kinetic energy and a desired potential function to generate a class of position regulators. This procedure received after several extensions and improvements, specially for the tracking control problem, see e.g., [2], [3], [4]. In the work of Santibáñez and Kelly [5] is presented an interesting historical review as well as theoretical justifications of the natural Lyapunov function—based approach to design full state regulators and tracking controllers for robot manipulators.