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Homography-based visual servo control via an uncalibrated camera

Guoqiang Hu, William MacKunis, Nicholas Gans, Warren E. Dixon

Year
2008
Citations
7

Abstract

A robust adaptive uncalibrated visual servo controller is proposed to asymptotically regulate a robot end- effector to a desired pose. A homography-based visual servo control approach is used to address the six degrees-of-freedom regulation problem. A high-gain robust controller is developed to asymptotically stabilize the rotation error, and an adaptive controller is developed to stabilize the translation error while compensating for the unknown depth information and intrinsic camera calibration parameters. A Lyapunov-based analysis is used to examine the stability of the developed controller.

Keywords

Control theory (sociology)HomographyServo controlController (irrigation)Computer scienceComputer visionArtificial intelligenceServoRobust controlLyapunov function

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