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Global asymptotic stabilization of visually-servoed manipulators

  • Jan 1, 1999
  • F Conticelli +2 more
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Abstract

In this paper, the problem of controlling the relative pose between a robot camera and a rigid object of interest is solved using nonlinear system theory. The camera-object visual interaction model is derived in the state space form in terms of image points. Then it is shown that the image-based visual system is completely controllable. Moreover, as a consequence of nonlinear controllability, global uniform asymptotic stability of the image reference set-point is formally proved using Lyapunov's direct method. Active contours are used to track the 2-D projection of the visible object's surface in the image plane, and 3-D estimation procedure based on prediction errors is used to cope with the unknown depth of the object. Experimental results with a 6-DOF robot manipulator endowed with a camera on its wrist validate the framework.

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