Hand-eye coordination through endpoint closed-loop and learned endpoint open-loop visual servo control
Gaskett, Chris, Ude, Aleš, and Cheng, Gordon (2005) Hand-eye coordination through endpoint closed-loop and learned endpoint open-loop visual servo control. International Journal of Humanoid Robotics, 2 (2). pp. 203-224.
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Abstract
We propose a hand–eye coordination system for a humanoid robot that supports bimanual reaching. The system combines endpoint closed-loop and open-loop visual servo control. The closed-loop component moves the eyes, head, arms, and torso, based on the position of the target and the robot’s hands, as seen by the robot’s head-mounted cameras. The open-loop component uses a motor–motor mapping that is learnt online to support movement when visual cues are not available.
Item ID: | 625 |
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Item Type: | Article (Research - C1) |
ISSN: | 1793-6942 |
Keywords: | hand–eye coordination, learning, self-organizing map, visual servo control |
Additional Information: | Copyright © 2005 World Scientific Publishing Co. All rights reserved. |
Date Deposited: | 04 Oct 2006 |
FoR Codes: | 08 INFORMATION AND COMPUTING SCIENCES > 0801 Artificial Intelligence and Image Processing > 080101 Adaptive Agents and Intelligent Robotics @ 100% |
SEO Codes: | 89 INFORMATION AND COMMUNICATION SERVICES > 8999 Other Information and Communication Services > 899999 Information and Communication Services not elsewhere classified @ 100% |
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