A Sufficient Condition for Parameter Identifiability in Robotic Calibration

Thibault Gayral 1 David Daney 2
1 COPRIN - Constraints solving, optimization and robust interval analysis
CRISAM - Inria Sophia Antipolis - Méditerranée , ENPC - École des Ponts ParisTech
2 HEPHAISTOS - HExapode, PHysiologie, AssISTance et Objets de Service
CRISAM - Inria Sophia Antipolis - Méditerranée
Abstract : Calibration aims at identifying the model parameters of a robot through experimental measures. In this paper, necessary mathematical conditions for calibration are developed, considering the desired accuracy, the sensor inaccuracy of the joint coordinates, and the measurement noise. They enable to define a physically meaningful stop criterion for the identification algorithm and a numerical bound for the observability index O3 , the minimum singular value of the observability matrix. With this bound, observability problems can be safely detected during calibration. Those conditions for calibration are illustrated through a simple example.
Keywords : Conditions for calibration Observability Least-squares
Type de document :
Chapitre d'ouvrage
Thomas, Federico and Perez Gracia, Alba. Computational Kinematics, 15, Springer Netherlands, pp.131-138, 2014, Mechanisms and Machine Science, 978-94-007-7213-7. 〈10.1007/978-94-007-7214-4_15〉
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https://hal.inria.fr/hal-00907496
Contributeur : David Daney <>
Soumis le : jeudi 21 novembre 2013 - 12:52:16
Dernière modification le : jeudi 11 janvier 2018 - 16:21:46

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Thibault Gayral, David Daney. A Sufficient Condition for Parameter Identifiability in Robotic Calibration. Thomas, Federico and Perez Gracia, Alba. Computational Kinematics, 15, Springer Netherlands, pp.131-138, 2014, Mechanisms and Machine Science, 978-94-007-7213-7. 〈10.1007/978-94-007-7214-4_15〉. 〈hal-00907496〉

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