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Predictive Control for Constrained Image-Based Visual Servoing

Guillaume Allibert 1, * Estelle Courtial 2 François Chaumette 3 
* Corresponding author
2 Pôle IRAuS, Autom
PRISME - Laboratoire Pluridisciplinaire de Recherche en Ingénierie des Systèmes, Mécanique et Energétique
3 Lagadic - Visual servoing in robotics, computer vision, and augmented reality
CRISAM - Inria Sophia Antipolis - Méditerranée , Inria Rennes – Bretagne Atlantique , IRISA-D5 - SIGNAUX ET IMAGES NUMÉRIQUES, ROBOTIQUE
Abstract : This paper deals with the image-based visual servoing (IBVS), subject to constraints. Robot workspace limitations, visibility constraints, and actuators limitations are addressed. These constraints are formu- lated into state, output, and input constraints, respectively. Based on the predictive-control strategy, the IBVS task is written into a nonlinear opti- mization problem in the image plane, where the constraints can be easily and explicitly taken into account. Second, the contribution of the image prediction and influence of the prediction horizon are pointed out. The im- age prediction is obtained due to a model. The latter can be a local model based on the interaction matrix or a nonlinear global model based on 3-D data. Its choice is discussed with respect to the constraints to be handled. Finally, simulations that were obtained with a 6-degree-of-freedom (DOF) free-flying camera highlight the potential advantages of the proposed ap- proach with respect to the image prediction and the constraint handling.
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Submitted on : Wednesday, October 27, 2010 - 10:06:20 PM
Last modification on : Tuesday, August 16, 2022 - 4:12:22 PM
Long-term archiving on: : Friday, January 28, 2011 - 3:05:54 AM


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Guillaume Allibert, Estelle Courtial, François Chaumette. Predictive Control for Constrained Image-Based Visual Servoing. IEEE Transactions on Robotics, IEEE, 2010, 26 (5), pp.933-939. ⟨10.1109/TRO.2010.2056590⟩. ⟨hal-00530203⟩



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